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Key	Author/Editor	Title	Year	Journal/Proceedings	Reftype	DOI/URL	Download
426	Lienkamp, S., Ganner, A., Boehlke, C., Schmidt, T., Arnold, S. J., Schäfer, T., Romaker, D., Schuler, J., Hoff, S., Powelske, C., Eifler, A., Krönig, C., Bullerkotte, A., Nitschke, R., Kuehn, E. W., Kim, E., Burkhardt, H., Brox, T., Ronneberger, O., Gloy, J. & Walz, G.	Inversin relays Frizzled-8 signals to promote proximal pronephros development [Abstract] [BibTeX]	2010	Proceedings of the National Academy of Sciences	article	[DOI]
Abstract: Mutations of inversin cause type II nephronophthisis, an infantile autosomal recessive disease characterized by cystic kidney disease and developmental defects. Inversin regulates Wnt signaling and is required for convergent extension movements during early embryogenesis. We now show that Inversin is essential for Xenopus pronephros formation, involving two distinct and opposing forms of cell movements. Knockdown of Inversin abrogated both proximal pronephros extension and distal tubule differentiation, phenotypes similar to that of Xenopus deficient in Frizzled-8. Exogenous Inversin rescued the pronephric defects caused by lack of Frizzled-8, indicating that Inversin acts downstream of Frizzled-8 in pronephros morphogenesis. Depletion of Inversin prevents the recruitment of Dishevelled in response to Frizzled-8 and impeded the accumulation of Dishevelled at the apical membrane of tubular epithelial cells in vivo. Thus, defective tubule morphogenesis seems to contribute to the renal pathology observed in patients with nephronophthisis type II.
BibTeX: @article{lienkamp:bu:brox:ro:walz:nas2010, author = {Lienkamp, Soeren and Ganner, Athina and Boehlke, Christopher and Schmidt, Thorsten and Arnold, Sebastian J. and Sch{\"a}fer, Tobias and Romaker, Daniel and Schuler, Julia and Hoff, Sylvia and Powelske, Christian and Eifler, Annekathrin and Kr{\"o}nig, Corinna and Bullerkotte, Axel and Nitschke, Roland and Kuehn, E. Wolfgang and Kim, Emily and Burkhardt, Hans and Brox, Thomas and Ronneberger, Olaf and Gloy, Joachim and Walz, Gerd}, title = {Inversin relays Frizzled-8 signals to promote proximal pronephros development}, journal = {Proceedings of the National Academy of Sciences}, year = {2010}, volume = {107}, number = {47}, pages = {20388--20393}, doi = {10.1073/pnas.1013070107} }
425	Mai, D., Schmidt, T. & Burkhardt, H.	Robust Identification of Locally Planar Objects Represented by 2D Point Clouds under Affine Distortions (to appear) [BibTeX]	2010	Proceedings of the DAGM 2010 Darmstadt, Germany	inproceedings
BibTeX: @inproceedings{mai:schm:bu:dagm2010, author = {Dominic Mai and Thorsten Schmidt and Hnas Burkhardt}, title = {Robust Identification of Locally Planar Objects Represented by 2D Point Clouds under Affine Distortions}, booktitle = {Proceedings of the DAGM 2010}, publisher = {Springer}, address = {Darmstadt, Germany}, year = {2010}, note = {to appear} }
424	Keuper, M., Bensch, R., Voigt, K., Dovzhenko, A., Palme, K., Burkhardt, H. & Ronneberger, O.	Semi-Supervised Learning of Edge Filters for Volumetric Image Segmentation (to appear) [BibTeX]	2010	Proceedings of the DAGM 2010 LNCS Darmstadt, Germany	inproceedings
BibTeX: @inproceedings{keu:ben:bu:ro:dagm2010, author = {Margret Keuper and Robert Bensch and Karsten Voigt and Alexander Dovzhenko and Klaus Palme and Hans Burkhardt and Olaf Ronneberger}, title = {Semi-Supervised Learning of Edge Filters for Volumetric Image Segmentation}, booktitle = {Proceedings of the DAGM 2010}, publisher = {Springer}, address = {Darmstadt, Germany}, year = {2010}, series = {LNCS}, pages = {nn}, note = {to appear} }
423	Mavridis, L., Venkatraman, V., Ritchie, D. W., Morikawa, N., Andonov, R., Cornu, A., Malod-Dognin, N., Nicolas, J., Temerinac-Ott, M., Reisert, M., Burkhardt, H., Axenopoulos, A. & Daras, P.	SHREC'10 Track: Protein Model Classification [Abstract] [BibTeX]	2010	Eurographics Workshop on 3D Object Retrieval Norrköping, Sweden	inproceedings	[URL] [DOI]
Abstract: This paper presents the results of the 3D Shape Retrieval Contest 2010 (SHREC’10) track Protein Models Classification. The aim of this track is to evaluate how well 3D shape recognition algorithms can classify protein structures according to the CATH [CSL?08] superfamily classification. Five groups participated in this track, using a total of six methods, and for each method a set of ranked predictions was submitted for each classification task. The evaluation of each method is based on the nearest neighbour and area under the curve(AUC) metrics.
BibTeX: @inproceedings{tem:re:bu:shrec2010, author = {L. Mavridis and V. Venkatraman and D. W. Ritchie and N. Morikawa and R. Andonov and A. Cornu and N. Malod-Dognin and J. Nicolas and M. Temerinac-Ott and M. Reisert and H. Burkhardt and A. Axenopoulos and P. Daras}, title = {SHREC'10 Track: Protein Model Classification}, booktitle = {Eurographics Workshop on 3D Object Retrieval}, publisher = {Eurographics Association}, address = {Norrk{\"o}ping, Sweden}, year = {2010}, pages = {117-124}, url = {http://www.eg.org/EG/DL/WS/3DOR/3DOR10/117-124.pdf}, doi = {10.2312/3DOR/3DOR10/117-124 } }
422	Saur, D., Ronneberger, O., Kummerer, D., Mader, I., Weiller, C. & Kloppel, S.	Early functional magnetic resonance imaging activations predict language outcome after stroke [Abstract] [BibTeX]	2010	Brain	article	[DOI]
Abstract: An accurate prediction of system-specific recovery after stroke is essential to provide rehabilitation therapy based on the individual needs. We explored the usefulness of functional magnetic resonance imaging scans from an auditory language comprehension experiment to predict individual language recovery in 21 aphasic stroke patients. Subjects with an at least moderate language impairment received extensive language testing 2 weeks and 6 months after left-hemispheric stroke. A multivariate machine learning technique was used to predict language outcome 6 months after stroke. In addition, we aimed to predict the degree of language improvement over 6 months. 76% of patients were correctly separated into those with good and bad language performance 6 months after stroke when based on functional magnetic resonance imaging data from language relevant areas. Accuracy further improved (86% correct assignments) when age and language score were entered alongside functional magnetic resonance imaging data into the fully automatic classifier. A similar accuracy was reached when predicting the degree of language improvement based on imaging, age and language performance. No prediction better than chance level was achieved when exploring the usefulness of diffusion weighted imaging as well as functional magnetic resonance imaging acquired two days after stroke. This study demonstrates the high potential of current machine learning techniques to predict system-specific clinical outcome even for a disease as heterogeneous as stroke. Best prediction of language recovery is achieved when the brain activation potential after system-specific stimulation is assessed in the second week post stroke. More intensive early rehabilitation could be provided for those with a predicted poor recovery and the extension to other systems, for example, motor and attention seems feasible.
BibTeX: @article{Saur:Ro:Klop:brain2010, author = {Saur, Dorothee and Ronneberger, Olaf and Kummerer, Dorothee and Mader, Irina and Weiller, Cornelius and Kloppel, Stefan}, title = {Early functional magnetic resonance imaging activations predict language outcome after stroke}, journal = {Brain}, year = {2010}, volume = {133}, number = {4}, pages = {1252-1264}, doi = {10.1093/brain/awq021} }
421	Schlachter, M., Reisert, M., Herz, C., Schluermann, F., Lassmann, S., Werner, M., Burkhardt, H. & Ronneberger, O.	Harmonic Filters for 3D Multi-Channel Data: Rotation Invariant Detection of Mitoses in Colorectal Cancer (accepted for Publication) [Abstract] [BibTeX]	2010	Medical Imaging, IEEE Transactions on	article	[DOI]
Abstract: In this paper we present a novel approach for a trainable rotation invariant detection of complex structures in 3D microscopic multi-channel data using a non-linear filter approach. The basic idea of our approach is to compute local features in a window around each 3D position and map these features by means of a non-linear mapping onto new local harmonic descriptors of the local window. These local harmonic descriptors are then combined in a linear way to form the output of the filter. The optimal combination of the computed local harmonic descriptors is determined in previous training step, and allows the filter to be adapted to an arbitrary structure depending on the problem at hand. Our approach is not limited to scalar-valued images and can also be used for vector-valued (multi-channel) images such as gradient vector flow fields. We present realizations of a scalarvalued and a vector-valued multi-channel filter. Our proposed algorithm was quantitatively evaluated on colorectal cancer cell lines (cells grown under controlled conditions), on which we successfully detected complex 3D mitotic structures. For a qualitative evaluation we tested our algorithms on human 3D tissue samples of colorectal cancer. We compare our results with a steerable filter approach as well as a morphology-based approach.
BibTeX: @article{schl:re:bu:ro:tmi2010, author = {Schlachter, M and Reisert, M and Herz, C and Schluermann, F and Lassmann, S and Werner, M and Burkhardt, H and Ronneberger, O}, title = {Harmonic Filters for 3D Multi-Channel Data: Rotation Invariant Detection of Mitoses in Colorectal Cancer}, journal = {Medical Imaging, IEEE Transactions on}, year = {2010}, volume = {PP}, number = {nn}, pages = {nn}, note = {accepted for Publication}, doi = {10.1109/TMI.2010.2049856} }
420	Keuper, M., Padeken, J., Heun, P., Burkhardt, H. & Ronneberger, O.	Mean Shift Gradient Vector Flow: A Robust External Force Field for 3D Active Surfaces (accepted) [BibTeX]	2010	Proceedings of the 20th International Conference on Pattern Recognition (ICPR 2010) Istanbul, Turkey	inproceedings
BibTeX: @inproceedings{keu:padek:heu:bu:ro:icpr2010, author = {Keuper, M. and Padeken, J. and Heun, P. and Burkhardt, H. and Ronneberger, O.}, title = {Mean Shift Gradient Vector Flow: A Robust External Force Field for 3D Active Surfaces}, booktitle = {Proceedings of the 20th International Conference on Pattern Recognition (ICPR 2010)}, address = {Istanbul, Turkey}, year = {2010}, note = {accepted} }
419	Keuper, M., Schmidt, T., Padeken, J., Heun, P., Palme, K., Burkhardt, H. & Ronneberger, O.	3D Deformable Surfaces with Locally Self-Adjusting Parameters - A Robust Method to Determine Cell Nucleus Shapes (accepted) [BibTeX]	2010	Proceedings of the 20th International Conference on Pattern Recognition (ICPR 2010) Istanbul, Turkey	inproceedings
BibTeX: @inproceedings{keu:ts:padek:heu:pal:bu:ro:icpr2010, author = {Keuper, M. and Schmidt, T. and Padeken, J. and Heun, P. and Palme, K. and Burkhardt, H. and Ronneberger, O.}, title = {3D Deformable Surfaces with Locally Self-Adjusting Parameters - A Robust Method to Determine Cell Nucleus Shapes}, booktitle = {Proceedings of the 20th International Conference on Pattern Recognition (ICPR 2010)}, address = {Istanbul, Turkey}, year = {2010}, note = {accepted} }
418	Temerinac, M., Keuper, M. & Burkhardt, H.	Evaluation of a New Point Clouds Registration Method based on Group Averaging Features ((accepted)) [BibTeX]	2010	Proceedings of 20th International Conference on Pattern Recognition (ICPR 2010) Istanbul, Turkey	inproceedings
BibTeX: @inproceedings{te:keu:bu:icpr2010, author = {Maja Temerinac and Margret Keuper and Hans Burkhardt}, title = {Evaluation of a New Point Clouds Registration Method based on Group Averaging Features}, booktitle = {Proceedings of 20th International Conference on Pattern Recognition (ICPR 2010)}, address = {Istanbul, Turkey}, year = {2010}, note = {(accepted)} }
417	Reisert, M., Canterakis, N. & Burkhardt, H.	Invariants and Covariants in Pattern Recognition and Image Analysis [BibTeX]	2010	Pattern Recognition and Machine Vision, In Honor and Memory of Late Prof. King-Sun Fu Patrick S.P. Wang (Ed.): Series in Information Science and Technology	inbook
BibTeX: @inbook{re:ca:bu:book_2010, author = {M. Reisert and N. Canterakis and H. Burkhardt}, title = {Invariants and Covariants in Pattern Recognition and Image Analysis}, booktitle = {{Pattern Recognition and Machine Vision, In Honor and Memory of Late Prof. King-Sun Fu}}, publisher = {River Publishers}, year = {2010}, series = {Patrick S.P. Wang (Ed.): Series in Information Science and Technology}, pages = {71-85} }
416	Keuper, M.	Mean Shifting Gradient Vector Flow: An Improved External Force Field for Active Surfaces in Widefield Microscopy [BibTeX]	2010	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{keu:report02_2010, author = {M. Keuper}, title = {Mean Shifting Gradient Vector Flow: An Improved External Force Field for Active Surfaces in Widefield Microscopy}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2010}, number = {Technical Report 255} }
415	Temerinac-Ott, M.	Evaluation of a New Point Clouds Registration Method based on Group Averaging Features [BibTeX]	2010	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{tem:report01_2010, author = {Maja Temerinac-Ott}, title = {Evaluation of a New Point Clouds Registration Method based on Group Averaging Features}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2010}, number = {254} }
414	Bock, J., Frydrychowicz, A., Stalder, A. F., Bley, T. A., Burkhardt, H., Hennig, J. & Markl, M.	4D phase contrast MRI at 3 T: Effect of standard and blood-pool contrast agents on SNR, PC-MRA, and blood flow visualization [Abstract] [BibTeX]	2010	Magnetic Resonance in Medicine	article	[URL]
Abstract: Time-resolved phase contrast (PC) MRI with velocity encoding in three directions (flow-sensitive four-dimensional MRI) can be employed to assess three-dimensional blood flow in the entire aortic lumen within a single measurement. These data can be used not only for the visualization of blood flow but also to derive additional information on vascular geometry with three-dimensional PC MR angiography (MRA). As PC-MRA is sensitive to available signal-to-noise ratio, standard and novel blood pool contrast agents may help to enhance PC-MRA image quality. In a group of 30 healthy volunteers, the influence of different contrast agents on vascular signal-to-noise ratio, PC-MRA quality, and subsequent three-dimensional stream-line visualization in the thoracic aorta was determined. Flow-sensitive four-dimensional MRI data acquired with contrast agent provided significantly improved signal-to-noise ratio in magnitude data and noise reduction in velocity data compared to measurements without contrast media. The agreement of three-dimensional PC-MRA with reference standard contrast-enhanced MRA was good for both contrast agents, with improved PC-MRA performance for blood pool contrast agent, particularly for the smaller supra-aortic branches. For three-dimensional flow visualization, a trend toward improved results for the data with contrast agent was observed. Magn Reson Med, 2010. © 2009 Wiley-Liss, Inc.
BibTeX: @article{bo:fr:sta:bl:bu:hen:ma:mrm2010, author = {Bock, Jelena and Frydrychowicz, Alex and Stalder, Aurélien F. and Bley, Thorsten A. and Burkhardt, Hans and Hennig, Jürgen and Markl, Michael}, title = {4D phase contrast MRI at 3 T: Effect of standard and blood-pool contrast agents on SNR, PC-MRA, and blood flow visualization}, journal = {Magnetic Resonance in Medicine}, year = {2010}, volume = {63}, number = {2}, pages = {330--338}, url = {http://dx.doi.org/10.1002/mrm.22199} }
413.2	Yussof, W. N. J. H. W. & Burkhardt, H.	3D Volumetric CT Liver Segmentation Using Hybrid Segmentation Techniques [BibTeX]	2009	Proceedings of the International Conference of Soft Computing and Pattern Recognition	inproceedings
BibTeX: @inproceedings{yus:bu:socpar2009, author = {Wan Nural Jawahir Hj Wan Yussof and Hans Burkhardt}, title = {3D Volumetric CT Liver Segmentation Using Hybrid Segmentation Techniques}, booktitle = {Proceedings of the International Conference of Soft Computing and Pattern Recognition}, year = {2009}, pages = {404--408} }
413.1	Yussof, W. N. J. H. W. & Burkhardt, H.	3D Anisotropic Diffusion for Liver Segmentation [BibTeX]	2009	World Academy of Science, Engineering and Technology	inproceedings	[URL]
BibTeX: @inproceedings{yus:bu:icsip2009, author = {Wan Nural Jawahir Hj Wan Yussof and Hans Burkhardt}, title = {3D Anisotropic Diffusion for Liver Segmentation}, booktitle = {World Academy of Science, Engineering and Technology}, year = {2009}, pages = {108--112}, url = {http://www.waset.org/journals/waset/v57/v57-20.pdf} }
413	Fehr, J., Reisert, M. & Burkhardt, H.	Cross-Correlation and Rotation Estimation of Local 3D Vector Field Patches [BibTeX]	2009	Advances in Visual Computing. Proceedings of the 5th International Symposium on Visual Computing, ISVC 2009, Part I Lecture Notes in Computer Science 5875	inproceedings	[URL]
BibTeX: @inproceedings{fe:re:bu:isvc09, author = {Fehr, J. and Reisert, M. and Burkhardt, H.}, title = {Cross-Correlation and Rotation Estimation of Local 3D Vector Field Patches}, booktitle = {Advances in Visual Computing. Proceedings of the 5th International Symposium on Visual Computing, ISVC 2009, Part I}, publisher = {Springer}, year = {2009}, series = {Lecture Notes in Computer Science}, volume = {5875}, pages = {287-296}, url = {http://hci.iwr.uni-heidelberg.de/people/jfehr/ISVC_VH.pdf} }
412	Fehr, J., Streicher, A. & Burkhardt, H.	A Bag of Features Approach for 3D Shape Retrieval [BibTeX]	2009	Advances in Visual Computing. Proceedings of the 5th International Symposium on Visual Computing, ISVC 2009, Part I Lecture Notes in Computer Science 5875	inproceedings	[URL]
BibTeX: @inproceedings{fe:str:bu:isvc09, author = {Fehr, J. and Streicher, A. and Burkhardt, H.}, title = {A Bag of Features Approach for 3D Shape Retrieval}, booktitle = {Advances in Visual Computing. Proceedings of the 5th International Symposium on Visual Computing, ISVC 2009, Part I}, publisher = {Springer}, year = {2009}, series = {Lecture Notes in Computer Science}, volume = {5875}, pages = {34-43}, url = {http://hci.iwr.uni-heidelberg.de/people/jfehr/ISVC_shape.pdf} }
411	Keuper, M., Padeken, J., Heun, P., Burkhardt, H. & Ronneberger, O.	A 3D Active Surface Model for the Accurate Segmentation of itshape Drosophila Schneider Cell Nuclei and Nucleoli [Abstract] [BibTeX]	2009	Advances in Visual Computing. Proceedings of the 5th International Symposium on Visual Computing, ISVC 2009, Part I Lecture Notes in Computer Science 5875	inproceedings	[URL] [DOI]	[PDF]
Abstract: We present an active surface model designed for the segmentation of Drosophila Schneider cell nuclei and nucleoli from wide-field microscopic data. The imaging technique as well as the biological application impose some major challenges to the segmentation. On the one hand, we have to deal with strong blurring of the 3D data, especially in z-direction. On the other hand, concerning the biological application, we have to deal with non-closed object boundaries and touching objects. To cope with these problems, we have designed a fully 3D active surface model. Our model prefers roundish object shapes and especially imposes roughly spherical surfaces where there is little gradient information. We have adapted an external force field for this model, which is based on gradient vector flow () and has a much larger capture range than standard force fields.
BibTeX: @inproceedings{keu:padek:heu:bu:ro:isvc2009, author = {Margret Keuper and Jan Padeken and Patrick Heun and Hans Burkhardt and Olaf Ronneberger}, title = {A 3D Active Surface Model for the Accurate Segmentation of {\itshape Drosophila} Schneider Cell Nuclei and Nucleoli}, booktitle = {Advances in Visual Computing. Proceedings of the 5th International Symposium on Visual Computing, ISVC 2009, Part I}, publisher = {Springer}, year = {2009}, series = {Lecture Notes in Computer Science}, volume = {5875}, pages = {865--874}, url = {http://www.springerlink.com/content/f61h504232844176}, doi = {10.1007/978-3-642-10331-5_80} }
410	Skibbe, H., Reisert, M., Ronneberger, O. & Burkhardt, H.	Increasing the dimension of creativity in rotation invariant feature design using 3d tensorial harmonics [BibTeX]	2009	Proceedings of the DAGM 2009 LNCS Jena, Germany	inproceedings
BibTeX: @inproceedings{sk:re:ro:bu:dagm2009, author = {H. Skibbe and M. Reisert and O. Ronneberger and H. Burkhardt}, title = {Increasing the dimension of creativity in rotation invariant feature design using 3d tensorial harmonics}, booktitle = {Proceedings of the DAGM 2009}, publisher = {Springer}, address = {Jena, Germany}, year = {2009}, series = {LNCS}, pages = {141-150} }
409	Wang, Q., Ronneberger, O., Schulze, E., Baumeister, R. & Burkhardt, H.	Using Lateral Coupled Snakes for Modeling the Contours of Worms [BibTeX]	2009	Proceedings of the DAGM 2009 LNCS Jena, Germany	inproceedings
BibTeX: @inproceedings{wa:ro:schul:bau:dagm2009, author = {Q. Wang and O. Ronneberger and E. Schulze and R. Baumeister and H. Burkhardt}, title = {Using Lateral Coupled Snakes for Modeling the Contours of Worms}, booktitle = {Proceedings of the DAGM 2009}, publisher = {Springer}, address = {Jena, Germany}, year = {2009}, series = {LNCS}, pages = {542--551} }
408	Reisert, M. & Burkhardt, H.	Harmonic Filters for Generic Feature Detection in 3D [BibTeX]	2009	Proceedings of the DAGM 2009 LNCS Jena, Germany	inproceedings
BibTeX: @inproceedings{re:bu:dagm2009, author = {M. Reisert and H. Burkhardt}, title = {Harmonic Filters for Generic Feature Detection in 3D}, booktitle = {Proceedings of the DAGM 2009}, publisher = {Springer}, address = {Jena, Germany}, year = {2009}, series = {LNCS}, pages = {131--140} }
407	Skibbe, H., Reisert, M., Wang, Q., Ronneberger, O. & Burkhardt., H.	Fast Computation of 3D Spherical Fourier Harmonic Descriptors - A Complete Orthonormal Basis for a Rotational Invariant Representation of Three-Dimensional Objects. [BibTeX]	2009	Proc. of the 3-D Digital Imaging and Modeling 3DIM, part of the 12th IEEE International Conference on Computer Vision, ICCV 2009	inproceedings
BibTeX: @inproceedings{sk:re:wa:ro:bu:iccv2009, author = {H. Skibbe and M. Reisert and Q. Wang and O. Ronneberger and H. Burkhardt.}, title = {Fast Computation of 3D Spherical Fourier Harmonic Descriptors - A Complete Orthonormal Basis for a Rotational Invariant Representation of Three-Dimensional Objects.}, booktitle = {Proc. of the 3-D Digital Imaging and Modeling 3DIM, part of the 12th IEEE International Conference on Computer Vision, ICCV 2009}, year = {2009} }
406	Temerinac-Ott, M. & Burkhardt, H.	Multichannel Image Restoration Based on Optimization of the Structural Similarity Index [BibTeX]	2009	Asilomar Conference on Signals, Systems, and Computers	inproceedings		[PDF]
BibTeX: @inproceedings{tem:bu:assc2009, author = {Maja Temerinac-Ott and Hans Burkhardt}, title = {Multichannel Image Restoration Based on Optimization of the Structural Similarity Index}, booktitle = {Asilomar Conference on Signals, Systems, and Computers}, year = {2009} }
405	Bensch, R., Ronnerberger, O., Greese, B., Fleck, C., Wester, K., Hülskamp, M. & Burkhardt, H.	Image Analysis of Arabidopsis Trichome Patterning in 4D Confocal Datasets [Abstract] [BibTeX]	2009	Biomedical Imaging: From Nano to Macro, 2009. ISBI 2009. 6th IEEE International Symposium on	inproceedings		[PDF]
Abstract: In this article, we present an approach for the automated extraction of quantitative information about trichome patterning on leaves of Arabidopsis thaliana. Time series of growing rosette leaves (4D confocal datasets, 3D + time) are used for this work. At first, significant anatomical structures, i.e. leaf surface and midplane are extracted robustly. Using the extracted anatomical structures, a biological reference coordinate system is registered to the leaves. The performed registration allows to determine intra- as well as inter-series spatio-temporal correspondences. Trichomes are localized by first detecting candidates using Hough transform. Then, local 3D invariants are extracted and the candidates are validated using a Support Vector Machine (SVM).
BibTeX: @inproceedings{ben:ro:gr:fl:we:hue:bu:isbi09, author = {R. Bensch and O. Ronnerberger and B. Greese and C. Fleck and K. Wester and M. H{\"u}lskamp and H. Burkhardt}, title = {Image Analysis of Arabidopsis Trichome Patterning in 4D Confocal Datasets}, booktitle = {Biomedical Imaging: From Nano to Macro, 2009. ISBI 2009. 6th IEEE International Symposium on}, year = {2009}, pages = {742--745} }
404	Teynor, A.	A closer look on codebook generation for bag-of-features classification [BibTeX]	2009	OAGM/AAPR Workshop Stainz, Austria	inproceedings	[URL]
BibTeX: @inproceedings{te:bu:oagm09, author = {Teynor, A.}, title = {A closer look on codebook generation for bag-of-features classification}, booktitle = {OAGM/AAPR Workshop}, address = {Stainz, Austria}, year = {2009}, url = {http://oagm2009.icg.tugraz.at/Program.php} }
403	Jirasuwankul, N., Fungtammasan, B., Vallikul, P., Kuntanapreeda, S., Jugjai, S. & Burkhardt, H.	Analysis and Characterization of Premixed CH₄/Air Flame Based on Invariant Transform of 2D CH-Chemiluminescence Measurements* [Abstract] [BibTeX]	2009	Combustion Science and Technology	article	[DOI]
Abstract: This work describes the development of a flame analysis and characterization technique based on the application of invariant transform to the measured optical data of flame images. In this technique, we utilize matrix-norm analysis to obtain the scalar quantity of the post-transform images, which are specific to each global equivalence ratio, or flame state. To demonstrate the potential of the proposed technique, the invariant transform of a time-resolved projection image of a CH₄/air flame captured by a CCD camera was compared with those obtained by computed tomographic reconstruction (CT) at three different equivalence ratios: 0.97, 1.09, and 1.29. The results show that the invariant transform can determine flame states more effectively than the projection and reconstruction data. It is also found that if care is taken in selecting an appropriate nonlinear kernel function for a particular flame image data, a tradeoff between computational time and the ability to extract flame information is optimized. Thus, it is feasible to implement the technique as an online visualization and analysis tool for combustion process monitoring and control.
BibTeX: @article{ji:fu:va:kun:ju:bu:CombustSciTech09, author = {Jirasuwankul, Nirudh and Fungtammasan, Bundit and Vallikul, Pumyos and Kuntanapreeda, Suwat and Jugjai, Sumrerng and Burkhardt, Hans}, title = {Analysis and Characterization of Premixed CH₄/Air Flame Based on Invariant Transform of 2D CH*-Chemiluminescence Measurements}, journal = {Combustion Science and Technology}, publisher = {Taylor \& Francis}, year = {2009}, volume = {181}, number = {2}, pages = {191--210}, doi = {10.1080/00102200802388184} }
402	Emmenlauer, M., Ronneberger, O., Ponti, A., Schwarb, P., Griffa, A., Filippi, A., Nitschke, R., Driever, W. & Burkhardt, H.	XuvTools: free, fast and reliable stitching of large 3D datasets [Abstract] [BibTeX]	2009	Journal of Microscopy	article	[DOI]	[PDF]
Abstract: Current biomedical research increasingly requires imaging large and thick 3D structures at high resolution. Prominent examples are the tracking of fine filaments over long distances in brain slices, or the localization of gene expression or cell migration in whole animals like Caenorhabditis elegans or zebrafish. To obtain both high resolution and a large field of view (FOV), a combination of multiple recordings ('tiles') is one of the options. Although hardware solutions exist for fast and reproducible acquisition of multiple 3D tiles, generic software solutions are missing to assemble ('stitch') these tiles quickly and accurately. In this paper, we present a framework that achieves fully automated recombination of tiles recorded at arbitrary positions in 3D space, as long as some small overlap between tiles is provided. A fully automated 3D correlation between all tiles is achieved such that no manual interaction or prior knowledge about tile positions is needed. We use (1) phase-only correlation in a multi-scale approach to estimate the coarse positions, (2) normalized cross-correlation of small patches extracted at salient points to obtain the precise matches, (3) find the globally optimal placement for all tiles by a singular value decomposition and (4) accomplish a nearly seamless stitching by a bleaching correction at the tile borders. If the dataset contains multiple channels, all channels are used to obtain the best matches between tiles. For speedup we employ a heuristic method to prune unneeded correlations, and compute all correlations via the fast Fourier transform (FFT), thereby achieving very good runtime performance. We demonstrate the successful application of the proposed framework to a wide range of different datasets from whole zebrafish embryos and C. elegans, mouse and rat brain slices and fine plant hairs (trichome). Further, we compare our stitching results to those of other commercially and freely available software solutions. The algorithms presented are being made available freely as an open source toolset 'XuvTools' at the corresponding author's website (http://lmb.informatik.uni-freiburg.de/people/ronneber), licensed under the GNU General Public License (GPL) v2. Binaries are provided for Linux and Microsoft Windows. The toolset is written in templated C++, such that it can operate on datasets with any bit-depth. Due to the consequent use of 64bit addressing, stacks of arbitrary size (i.e. larger than 4 GB) can be stitched. The runtime on a standard desktop computer is in the range of a few minutes. A user friendly interface for advanced manual interaction and visualization is also available.
BibTeX: @article{em:jom09, author = {Emmenlauer, M. and Ronneberger, O. and Ponti, A. and Schwarb, P. and Griffa, A. and Filippi, A. and Nitschke, R. and Driever, W. and Burkhardt, H.}, title = {XuvTools: free, fast and reliable stitching of large 3D datasets}, journal = {Journal of Microscopy}, year = {2009}, volume = {233}, number = {1}, pages = {42--60}, doi = {10.1111/j.1365-2818.2008.03094.x} }
401	Wang, Q., Ronneberger, O. & Burkhardt, H.	Rotational Invariance Based on Fourier Analysis in Polar and Spherical Coordinates [Abstract] [BibTeX]	2009	IEEE Transactions on Pattern Analysis and Machine Intelligence Los Alamitos, CA, USA	article	[DOI]	[PDF]
Abstract: In this paper, polar and spherical Fourier Analysis are defined as the decomposition of a function in terms of eigenfunctions of the Laplacian with the eigenfunctions being separable in the corresponding coordinates. The proposed transforms provide effective decompositions of an image into basic patterns with simple radial and angular structures. The theory is compactly presented with an emphasis on the analogy to the normal Fourier transform. The relation between the polar or spherical Fourier transform and the normal Fourier transform is explored. As examples of applications, rotation-invariant descriptors based on polar and spherical Fourier coefficients are tested on pattern classification problems.
BibTeX: @article{wa:ro:bu:pami09, author = {Qing Wang and Olaf Ronneberger and Hans Burkhardt}, title = {Rotational Invariance Based on Fourier Analysis in Polar and Spherical Coordinates}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, year = {2009}, volume = {31}, pages = {1715-1722}, doi = {10.1109/TPAMI.2009.29} }
400	Reisert, M. & Burkhardt, H. Aja-Fernández, S., de Luis García, R., Tao, D. & Li, X. (Eds.)	Spherical Tensor Calculus for Local Adaptive Filtering [BibTeX]	2009	Tensors in Image Processing and Computer Vision Advances in Pattern Recognition	incollection	[URL]
BibTeX: @incollection{re:bu:tiipcv09, author = {Reisert, M. and Burkhardt, H.}, title = {Spherical Tensor Calculus for Local Adaptive Filtering}, booktitle = {Tensors in Image Processing and Computer Vision}, editor = {Aja-Fern\'{a}ndez, S. and de Luis Garc\'{i}a, R. and Tao, D. and Li, X.}, publisher = {Springer}, year = {2009}, series = {Advances in Pattern Recognition}, url = {http://www.springer.com/computer/computer+imaging/book/978-1-84882-298-6} }
399.1	Teynor, A.	Visual object class recognition using local descriptions [Abstract] [BibTeX]	2008	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]
Abstract: This work is concerned with the recognition of visual object class members in digital images. The fundamental principle of all methods employed in this work is the use of local, visualfeatures extracted from the images. There are two emphases: the first half of the work deals with the identification and the representation of the local object parts, the second half analyzes and proposes methods how to relate the object parts in order to build object class models. In the following, we give a short overview about the two emphases: Determining parts In order to identify locations for feature extraction, interest point detectors are used. Depending on the precise type of the detector, different kinds of structures can be discovered. We evaluated the properties of several detectors and could show that restricting the type of structure to be found too early can be harmful for the recognition performance. In this respect, the wavelet-based Loupias detector used in this work possesses beneficial properties. However, in its original version, it does not provide any scale information. For this reason, we extended the Loupias detector by a Laplacian scale selection mechanism. we could obtain superior results using this extended detector in a challenging animal classification task proposed by the MUSCLE Network-of-Excellence. From the regions discovered by the individual interest point detectors, visual features are calculated. These local descriptions of the structures under consideration can be used to construct part dictionaries or visual codebooks. The individual entries of these dictionaries serve as building blocks for object class models. In this work, we analyzed different state-of-the art methods for building visual codebooks. We were able to show that difficult, time-consuming algorithms, that try to recover the precise layout of the samples in feature space are not necessary. A simple sequential algorithm (MBSAS-clustering) is sufficient to construct high quality codebooks. In this way, we were able to reduce the time for constructing visual codebooks from several days to few hours. The visual codebooks contain a variety of different visual parts. Certain structures might have a common semantic meaning, but look considerably different. Treating these semantically related, but visually different entities separately can spoil the recognition performance. This work presents a method how these semantically related parts can be associated by comparing their object reference point distributions. Using semantically recombined features leads to improved recognition performance for nearest neighbor classifiers and enhanced speed for SVM based classification. Relating parts The second focus of this work is on methods how to combine the prototype parts to create object class models. An established way is to just consider the occurrence frequencies of the individual structures. A more sophisticated technique is to examine the pairwise relationship of the parts. This lead to the development of cluster co-occurrence matrices. These features were used for the classification of radiograph images in the ImageCLEF medical image annotation challenge. Superior results could be achieved for the 2006 and 2007 competitions. The local parts can also be used to recover the positional parameters of an object. In this work, we present a method that is not only capable of estimating the location and the scale of an object, but also its orientation. This is achieved by using a Hough-like voting scheme and object reference point distributions as well as the orientation of the local detections in the image. Methods to identify probable object parameters already assume that the object is indeed present in an image, but it can not be inferred whether this is true. We propose to combine an object parameter estimation stage and the creation of local histograms from the estimated object region to enable object classification. To improve the capabilities of the traditional regional histograms, we have developed histograms of spatially coherent parts (SCP). These are histograms only from parts that agree on a specific object parameter configuration. Tests on a challenging bicycle database have shown the superiority of the approach compared to a global bag-of-features approach.
BibTeX: @phdthesis{te:diss, author = {Teynor, A.}, title = {Visual object class recognition using local descriptions}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2008}, url = {http://www.freidok.uni-freiburg.de/volltexte/6237/} }
399	Reisert, M.	Group Integration Techniques in Pattern Analysis - A Kernel View [Abstract] [BibTeX]	2008	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]
Abstract: Pattern analysis deals with the problem of characterizing and analyzing relations in data in an automated way. A quite important issue during the design process of such algorithms is the incorporation of prior knownledge; knowledge that is related to all information about the problem available in addition to the training data. This thesis is about a certain kind of prior knowledge: we assume to know that the data does not change its meaning under certain transformations, that is, the pattern recognition process has to be 'invariant' under these transformations. In statistical pattern recognition the data is typically given in vectorial form. In this work we assume that the transformations affect this vectorial data just by a linear group-like transformation. This comprises, for example, translations or rotations of the object under consideration. Typically, the recognition process can be expressed as classification or regression functions based on the before mentioned vectorial data. Kernel-based models of these functions arose in the mid-1990s. This new approach enabled researchers to analyze non-linear relations with the effectiveness that have been previously reserved for linear algorithms. From a computational and a conceptual, mathematical point of view the kernel-based pattern analysis algorithms are as efficient and as well founded as linear ones, whereas problems like local minima and overfitting that were typical of previous non-linear methods have been overcome. In this work we will use the conceptual ease of kernel-based models to build a theoretical well-founded framework of invariance in pattern analysis. The linear nature will help us to provide, in a surprisingly simple way, optimality statements that are closely related with the principle of group integration having its origin in classical invariant theory. In the context of pattern recognition group integration has been playing a major role from the beginning while in most cases the use is rather implicit. This work is divided into a theoretical and a practical part. In the theoretical part we establish the beforementioned framework that connects invariance theory with kernel-based methods. The considerations include a precise formulation of the notion of invariance and its manifestation in kernel spaces. As a main result a representer theorem is proven, showing that any solution of a learning problem with certain invariance constraints makes use of the principle of group integration. Furthermore, we provide characterizations and interpretations of the occurring kernels, we mention kernels with different concepts of invariance and show connections to related work like Volterra theory. The practical part concerns on the one hand the feature extraction process and on the other hand the kernel framework itself. We propose features that are based on group integration and evaluate them with two classification tasks, classification of surface models and protein structures. Secondly, we propose a rotation-invariant object detection concept based on the generalized Hough transform. Thereby, we model the mapping from the local appearance patches onto the spatial probability density by a kernel machine.
BibTeX: @phdthesis{re:diss, author = {Reisert, M.}, title = {Group Integration Techniques in Pattern Analysis - A Kernel View}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2008}, url = {http://www.freidok.uni-freiburg.de/volltexte/5891/} }
398.2	Setia, L.	Machine Learning Strategies for Content Based Image Retrieval [BibTeX]	2008	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]
BibTeX: @phdthesis{se:diss, author = {Setia, L.}, title = {Machine Learning Strategies for Content Based Image Retrieval}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2008}, url = {http://www.freidok.uni-freiburg.de/volltexte/6150/} }
398.1	Duffner, S.	Face Image Analysis with Convolutional Neural Networks [BibTeX]	2008	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]	[PDF]
BibTeX: @phdthesis{du:diss, author = {Duffner, S.}, title = {Face Image Analysis with Convolutional Neural Networks}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2008}, url = {http://www.freidok.uni-freiburg.de/volltexte/4835/} }
398	Ronneberger, O., Wang, Q. & Burkhardt, H.	Fast and robust segmentation of spherical particles in volumetric data sets from brightfield microscopy [Abstract] [BibTeX]	2008	Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on	inproceedings	[DOI]	[PDF]
Abstract: In this article we present an approach for a precise segmentation of spherical particles in transmitted light image stacks. A main goal was its fast operation and a high robustness to occlusions and agglomerations of the particles. The system is based on a voting procedure that finds the centers and radii of the particles and a subsequent precise segmentation with an active contour approach. To meet the demands of an online pollenmonitor for high speed and low memory consumption a multi-scale approach was applied. The proposed techniques successfully segmented the pollen grains in a vast amount of different air samples (about 2.7TB of raw data). The results on one of the most cluttered samples are presented in this paper.
BibTeX: @inproceedings{ro:wa:bu:isbi08, author = {O. Ronneberger and Q. Wang and H. Burkhardt}, title = {Fast and robust segmentation of spherical particles in volumetric data sets from brightfield microscopy}, booktitle = {Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on}, year = {2008}, pages = {372--375}, doi = {10.1109/ISBI.2008.4541010} }
397	Ronneberger, O. Wagner, D. (Eds.)	3D-Invarianten zur automatischen Pollenerkennung [Abstract] [BibTeX]	2008	Ausgezeichnete Informatikdissertationen 2007	incollection		[PDF]
Abstract: In der gleichnamigen Dissertation [Ron07] wird die Entwicklung von 3D Invarianten zur Erkennung von biologischen Strukturen beschrieben. Diese Invarianten wurden mit Hilfe eines Schemas entwickelt, das ursprünglich von H. Schulz-Mirbach [SM95] ausgearbeitet wurde und auf der Haar-Integration beruht. Die benötigten Invarianzeigenschaften werden dabei durch die Integration über die entsprechende Transformationsgruppe wie z.B. Rotation und Translation erreicht. Verschiedene Erweiterungen des Haar-Integrations-Schemas werden beschrieben, die für die Anwendung auf 3D Volumendaten biologischer Strukturen benötigt werden. Die wichtigste Erweiterung ist dabei die Einführung eines Deformationsmodells, so dass die resultierenden Merkmale robust gegenüber elastischen Deformationen der betrachteten Strukturen werden, ohne aber feine relevante Strukturen zu unterdrücken. Ein weiterer wichtiger Aspekt ist die erreichte Robustheit gegenüber nicht-linearen Grauwert-Transformationen, die gewisse Veränderungen der Aufnahmebedingungen zwischen den Aufnahmen der Trainings- und der Test-Objekte erlaubt. Die beschriebenen Verfahren wurden erfolgreich für die Erkennung von Pollen eingesetzt. Dabei wurden sowohl auf reinen Laborproben als auch auf einem "`Real-World"´-Datensatz von dem ersten Prototypen eines vollautomatischen Pollenmonitors Ergebnisse erzielt, die weit über dem internationalen Stand der Technik liegen.
BibTeX: @incollection{ro:diss:2, author = {O. Ronneberger}, title = {3{D}-{I}nvarianten zur automatischen {P}ollenerkennung}, booktitle = {Ausgezeichnete Informatikdissertationen 2007}, editor = {Dorothea Wagner}, publisher = {Gesellschaft f\"ur Informatik}, year = {2008} }
396	Reisert, M. & Burkhardt, H.	Efficient Tensor Voting with 3D tensorial harmonics [Abstract] [BibTeX]	2008	Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on	inproceedings	[DOI]
Abstract: Tensor voting is a robust technique to extract low-level features in noisy images. The approach achieves its robustness by exploiting coherent orientations in local neighborhoods. In this paper we propose an efficient algorithm for dense tensor voting in 3D which makes use of steerable filters. Therefore, we propose steerable expansions of spherical tensor fields in terms of tensorial harmonics, which are their canonical representation. In this way it is possible to perform arbitrary rank tensor voting by linear-combinations of convolutions in an efficient way.
BibTeX: @inproceedings{re:bu:cvprw08, author = {Reisert, M. and Burkhardt, H.}, title = {Efficient Tensor Voting with 3D tensorial harmonics}, booktitle = {Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on}, year = {2008}, pages = {1--7}, doi = {10.1109/CVPRW.2008.4562962} }
395	Reisert, M. & Burkhardt, H.	Equivariant Holomorphic Filters for Contour Denoising and Rapid Object Detection [Abstract] [BibTeX]	2008	IEEE Transactions on Image Processing	article	[DOI]
Abstract: It is well known that linear filters are not powerful enough for many low-level image processing tasks. However, it is also very difficult to design robust nonlinear filters that respond exclusively to features of interest and that are, at the same time, equivariant with respect to translation and rotation. This paper proposes a new class of rotation-equivariant nonlinear filters that is based on the principle of group integration. These filters become efficiently computable by an iterative scheme based on repeated differentiation of products and summations of intermediate results. The relations of the proposed approach to Volterra filters and steerable filters are shown. In the context of detection problems, the filter may be interpreted as some kind of generalized Hough transform. The experiments show that the new filter can be used for enhancing noisy contours and rapid object detection in microscopical images. In the detection context, our experiments show that the proposed filter is definitely superior to alternative approaches, when high localization accuracy is required.
BibTeX: @article{re:bu:ip08:2, author = {Reisert, M. and Burkhardt, H.}, title = {Equivariant Holomorphic Filters for Contour Denoising and Rapid Object Detection}, journal = {IEEE Transactions on Image Processing}, year = {2008}, volume = {17}, number = {2}, pages = {190--203}, doi = {10.1109/TIP.2007.914218} }
394	Reisert, M. & Burkhardt, H.	Complex Derivative Filters [Abstract] [BibTeX]	2008	IEEE Transactions on Image Processing	article	[DOI]
Abstract: Steerable filters are a valuable tool for various low-level vision tasks. In this paper, we argue for the use of complex analysis in the context of 2-D steerable filters. In particular, we recommend the use of complex partial derivatives as a computational basis. Complex derivatives have a major advantage in comparison to real derivatives: they show a canonical rotation behavior, namely a rotation affects the derivative just by a multiplication with a complex unit number. So, the complex derivatives can be steered in a more elegant way and above that they are less expensive to compute. We present several analytical formulas for common and new filter kernels in terms of complex derivatives. Further we relate the complex derivatives of a Gaussian with the Gauss-Laguerre transform and show that the Gauss-Laguerre functions provide an optimal signal representation for local and smooth images. We discuss various finite difference schemes for the realization of the derivatives and use them in practice. In a first experiment, we use a newly introduced filter kernel for anisotropic blurring. The complex formalism offers an elegant way to locally adapt the shape and orientation of the kernel. Second, we use the proposed filters as matched filters to detect vessels in retinal images.
BibTeX: @article{re:bu:ip08:1, author = {Reisert, M. and Burkhardt, H.}, title = {Complex Derivative Filters}, journal = {IEEE Transactions on Image Processing}, year = {2008}, volume = {17}, number = {12}, pages = {2265--2274}, doi = {10.1109/TIP.2008.2006601} }
393	Fehr, J. & Burkhardt, H.	3D Rotational Invariant Local Binary Patterns [BibTeX]	2008	Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008) Tampa, Florida, USA	inproceedings		[PDF]
BibTeX: @inproceedings{fe:bu:ICPR08, author = {Fehr, J. and Burkhardt, H.}, title = {3D Rotational Invariant Local Binary Patterns}, booktitle = {Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008)}, address = {Tampa, Florida, USA }, year = {2008} }
392	Fehr, J., Reisert, M. & Burkhardt, H. Forsyth, D., Torr, P. & Zisserman, A. (Eds.)	Fast and Accurate Rotation Estimation on the 2-Sphere without Correspondences [BibTeX]	2008	Computer Vision -- ECCV 2008 LNCS 5303	inproceedings	[DOI]	[PDF]
BibTeX: @inproceedings{fe:re:bu:ECCV08, author = {J. Fehr and M. Reisert and H. Burkhardt}, title = {Fast and Accurate Rotation Estimation on the 2-Sphere without Correspondences}, booktitle = {Computer Vision -- ECCV 2008}, editor = {David Forsyth and Philip Torr and Andrew Zisserman}, publisher = {Springer}, year = {2008}, series = {LNCS}, volume = {5303}, pages = {239--251}, doi = {10.1007/978-3-540-88688-4_18} }
391	Kurz, H., Fehr, J., Nitschke, R. & Burkhardt, H.	Pericytes in the mature chorioallantoic membrane capillary plexus contain desmin and alpha-smooth muscle actin: relevance for non-sprouting angiogenesis [BibTeX]	2008	Journal of Histochemistry and Cell Biology	article	[DOI]
BibTeX: @article{ku:fe:ni:bu:jhcellbiol08, author = {Haymo Kurz and Janis Fehr and Roland Nitschke and Hans Burkhardt}, title = {Pericytes in the mature chorioallantoic membrane capillary plexus contain desmin and alpha-smooth muscle actin: relevance for non-sprouting angiogenesis}, journal = {Journal of Histochemistry and Cell Biology}, year = {2008}, doi = {10.1007/s00418-008-0478-8} }
390	Teynor, A. & Burkhardt, H.	Wavelet-based Salient Points with Scale Information for Classification [BibTeX]	2008	Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008) Tampa, Florida, USA	inproceedings		[PDF]
BibTeX: @inproceedings{te:bu:ICPR08:2, author = {Teynor, A. and Burkhardt, H.}, title = {Wavelet-based Salient Points with Scale Information for Classification}, booktitle = {Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008)}, address = {Tampa, Florida, USA }, year = {2008} }
389	Teynor, A. & Burkhardt, H.	Semantic Grouping of Visual Features [BibTeX]	2008	Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008) Tampa, Florida, USA	inproceedings		[PDF]
BibTeX: @inproceedings{te:bu:ICPR08:1, author = {Teynor, A. and Burkhardt, H.}, title = {Semantic Grouping of Visual Features}, booktitle = {Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008)}, address = {Tampa, Florida, USA }, year = {2008} }
388	Petersen, K., Fehr, J. & Burkhardt, H.	Fast General Belief Propagation for MAP estimation on 2D and 3D grid-like Markov Random Fields (DAGM Award) [BibTeX]	2008	Proceedings of the DAGM 2008 München, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{pe:fe:bu:dagm08:1, author = {Petersen, K. and Fehr, J. and Burkhardt, H.}, title = {Fast General Belief Propagation for MAP estimation on 2D and 3D grid-like Markov Random Fields}, booktitle = {Proceedings of the DAGM 2008}, publisher = {LNCS, Springer}, address = {M{\"u}nchen, Germany}, year = {2008}, pages = {41-50}, note = {DAGM Award} }
387	Setia, L., Teynor, A., Halawani, A. & Burkhardt, H.	Grayscale Medical Image Annotation using Local Relational Features [BibTeX]	2008	Pattern Recognition Letters, Special Issue on Medical Image Annotation in ImageCLEF	article	[DOI]
BibTeX: @article{se:te:ha:bu:prl08, author = {Lokesh Setia and Alexandra Teynor and Alaa Halawani and Hans Burkhardt}, title = {Grayscale Medical Image Annotation using Local Relational Features}, journal = {Pattern Recognition Letters, Special Issue on Medical Image Annotation in ImageCLEF}, year = {2008}, doi = {10.1016/j.patrec.2008.05.018} }
386	Wang, Q., Ronneberger, O. & Burkhardt, H.	Fourier Analysis in Polar and Spherical Coordinates [BibTeX]	2008	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{wa:report01_08, author = {Qing Wang and Olaf Ronneberger and Hans Burkhardt}, title = {Fourier Analysis in Polar and Spherical Coordinates}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2008}, number = {Internal Report 1/08} }
385	Ronneberger, O., Baddeley, D., Scheipl, F., Verveer, P. .J., Burkhardt, H., Cremer, C., Fahrmeir, L., T.Cremer & Joffe, B.	Spatial quantitative analysis of fluorescently labeled nuclear structures: problems, methods, pitfalls [Abstract] [BibTeX]	2008	Chromosome Research	article	[DOI]
Abstract: The vast majority of microscopic data in biology of the cell nucleus is currently collected using fluorescence microscopy, and most of these data are subsequently subjected to quantitative analysis. The analysis process unites a number of steps, from image acquisition to statistics, and at each of these steps decisions must be made that may crucially affect the conclusions of the whole study. This often presents a really serious problem because the researcher is typically a biologist, while the decisions to be taken require expertise in the fields of physics, computer image analysis, and statistics. The researcher has to choose between multiple options for data collection, numerous programs for pre-processing and processing of images, and a number of statistical approaches. Written for biologists, this article discusses some of the typical problems and errors that should be avoided. The article was prepared by a team uniting expertise in biology, microscopy, image analysis and statistics. It considers the options a researcher has at the stages of data acquisition (choice of the microscope and acquisition settings), preprocessing (filtering, intensity normalization, deconvolution) image processing (radial distribution, clustering, colocalisation, shape and orientation of objects) and statistical analysis.
BibTeX: @article{ro:bad:sche:ver:bu:cr:fa:2008, author = {O. Ronneberger and D. Baddeley and F. Scheipl and P. .J. Verveer and H. Burkhardt and C. Cremer and L. Fahrmeir and T.Cremer and B. Joffe}, title = {Spatial quantitative analysis of fluorescently labeled nuclear structures: problems, methods, pitfalls}, journal = {Chromosome Research}, year = {2008}, volume = {16}, number = {3}, pages = {523-562}, doi = {10.1007/s10577-008-1236-4} }
384	Preisach, C., Burkhardt, H., Schmidt-Thieme, L. & Decker, R. (Eds.)	Data Analysis, Machine Learning and Applications: Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation E.v. [BibTeX]	2008	Studies in Classification, Data Analysis, and Knowledge Organization	proceedings
BibTeX: @proceedings{pr:bu:sc:de:2008, title = {Data Analysis, Machine Learning and Applications: Proceedings of the 31st Annual Conference of the Gesellschaft f{\"u}r Klassifikation E.v.}, editor = {Chr. Preisach and H. Burkhardt and L. Schmidt-Thieme and R. Decker}, publisher = {Springer-Verlag}, year = {2008}, series = { Studies in Classification, Data Analysis, and Knowledge Organization} }
383	Fehr, J., Ronneberger, O., Schulz, J., Schmidt, T., Reisert, M. & Burkhardt, H.	Invariance via Group-Integration: A Feature Framework for 3D Biomedical Image Analysis [BibTeX]	2008	Computer Graphics and Imaging (CGIM), 2008 Innsbruck, Austria	inproceedings	[URL]
BibTeX: @inproceedings{fe:ro:js:ts:re:bu:CGI08, author = {Janis Fehr and Olaf Ronneberger and Janina Schulz and Thorsten Schmidt and Marco Reisert and Hans Burkhardt}, title = {Invariance via Group-Integration: A Feature Framework for 3D Biomedical Image Analysis}, booktitle = {Computer Graphics and Imaging (CGIM), 2008}, address = {Innsbruck, Austria}, year = {2008}, url = {http://www.actapress.com/Abstract.aspx?paperId=32637} }
382.2	Kreher, B.	Detektion von Hirnnervenfasern auf der Basis von diffusionsgewichteten Magnetresonanzdaten [BibTeX]	2007	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]
BibTeX: @phdthesis{kr:diss, author = {Kreher, B.}, title = {Detektion von Hirnnervenfasern auf der Basis von diffusionsgewichteten Magnetresonanzdaten}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2007}, url = {http://www.freidok.uni-freiburg.de/volltexte/3293/} }
382.1	Klauenberg, K.	A Semi-Automatic Procedure for the Evaluation of Tooth Cementum Annulation Images for Paleodemographic Studies [BibTeX]	2007	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]
BibTeX: @phdthesis{kla:diss, author = {Klauenberg, K.}, title = {A Semi-Automatic Procedure for the Evaluation of Tooth Cementum Annulation Images for Paleodemographic Studies}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2007}, url = {http://www.freidok.uni-freiburg.de/volltexte/3014/} }
382	Ronneberger, O.	3D invariants for automated pollen recognition [Abstract] [BibTeX]	2007	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]	[PDF]
Abstract: In biomedical research we can see a clear tendency towards the study of cells and whole organisms in their natural 3D environment, away from the studies of isolated flat cells, that were grown in a synthetic 2D environment and were analyzed with 2D techniques. Another trend in biomedical research is the ever increasing need for high-throughput experiments, e. g., to retrieve statistically relevant information. The equipment for the automatic recording of great amounts of 3D volumetric data is available in many research laboratories today, but the recorded 3D data are still manually evaluated which has become the main bottleneck in many applications. In this thesis the development of 3D invariants for the recognition of biological structures is described. These invariants are based on the Haar-integration-framework of Schulz-Mirbach (1995b). The invariance properties are reached by an integration over the desired transformation groups, e. g. rotation and translation. Several important aspects of the application of the Haar-integration framework to 3D volumetric data sets of biological structures are described. The most important extension is the introduction of deformation models such that the resulting features are robust to elastic deformations of the structures. Another important aspect is the reached robustness to even non-linear gray-scale transformations, that allow certain variations of the recording parameters between the training and the test objects. The direct computation of these invariants is computationally very expensive. Several new techniques are introduced that allow a fast computation of the invariants by means of the FFT, by the expansion of the integral into spherical harmonics series or by simultaneous computation of multiple invariants based on invertible vectorial kernel functions. Furthermore voxel-wise invariants are introduced for a simultaneous segmentation and recognition of 3D structures. Vectorial invariants are developed for a fast and reliable detection of spherical objects in cluttered environments. A very challenging application that demands many of the requirements to be fulfilled which are given in the biomedical research is the recognition of pollen grains. The high number of different pollen grains from different plants contain very different kinds of structures that have to be identified. For a part of these structures clear one-to-one correspondences can be identified, while for the other part of these structures only the statistical properties match. In the given application we use microscopically recorded images to recognize a real-world object. For the correct interpretation of the gray values it is important to understand the different effects within a microscope. The main four steps, illumination, interaction of the object with the light, transformation of the emitted light, and the recording of the light are explained. In pollen recognition (as in many other applications) we should differentiate between those results that can be reached within a clean and well-controlled laboratory environment and those results of a real-world routine application. In this thesis two representative data sets for these scenarios are used: The first one (denoted as "confocal data set" here) is a typical laboratory data set: The pollen were collected directly from the corresponding plants. They were carefully prepared on one slide per taxon and were manually recorded as a full 3D volumetric data set with confocal laser scanning microscopy. Due to the high costs of such a system and the time-consuming operation, only a small data set containing 389 pollen grains of 26 different taxa (15 grains per taxon) was recorded. The preparation and recording applied here guarantees a 100% correct labeling of the pollen grains and contains the lowest possible degree of distortion due to optical effects. On the other hand the used samples do not represent all variations within each taxon, such as different genera, species or subspecies, different growth conditions of the plants, etc. Furthermore this data set does not contain deformed, contaminated or agglomerated pollen grains or pollen grains at different levels of degradation and it does not contain the vast amount of other particles that are found in real air samples. The second data set (denoted as "pollenmonitor data set") is a typical real-world data set. It was automatically collected, prepared and recorded by the first prototype of the pollenmonitor during the pollen season 2006 in Freiburg and Zürich. It contains about 22,750 pollen grains from 33 taxa together with about 170,000 other spherical airborne particles. The detection of the pollen grains in the recorded volumetric data sets is done by vectorial voxel-wise invariants (named "MiSP detector" for Microscopical Spherical Particles). The precise segmentation of the detected pollen grains is performed by standard algorithms that were adapted to the given requirements. For the confocal data set a graph-cut-based segmentation was used. For the pollenmonitor data set a combination of a modified canny-edge detector, a model-based weighting of the found edges and a snake approach was applied. The feature extraction is done by the upper described invariants (named "MiSP invariants") which exhibit a high robustness to elastic deformations and nonlinear grayvalue transformations. At the same time these invariants are sensitive to subtle structural changes that cannot be modeled by deformations. The classification of the objects is performed with support vector machines that were optimized to deal with the very high dimensionality of the extracted feature vectors (e.g., 87,296 for the pollenmonitor data set). The recognition rate on the confocal data set (389 pollen grains of 26 taxa) is very high. In a leaveone- out validation with a simple 1 Nearest Neighbor classifier only 3 of the 389 pollen grains were misclassified (99.2% recognition rate). With a support vector machine only 2 incorrectly classified pollen grains were obtained (99.5% recognition rate). In the second case the misclassified pollen were confused with another genus from the same family. The best recognition rates obtained by other approaches on typical "laboratory" data sets are 89% on a data set containing 3,800 pollen grains from 19 taxa, or 70% on a data set containing 16,220 pollen grains from 80 taxa. For the rating of the results on the pollenmonitor data set another statistical measure that the recognition rate is useful. In pollen samples from the ambient air we are confronted with a very high number of particles other than pollen that have to be correctly rejected by the recognition system. Here the precision (fraction of correctly classified pollen within the objects, that were classified as pollen) is the most important statistical measure. The validation was done by splitting the pollenmonitor data set (22,750 pollen grains from 33 taxa + about 170,000 dust particles) into a training set and a test set. The training set contains only samples from Freiburg, while the test set contains samples from Freiburg and Zürich. The obtained precision for all 33 pollen taxa is 96.7% at a recall of 84.3%. The results for the five highly allergenic pollen taxa in this data set (that are monitored for the pollen forecasts) are 98.5% precision at a recall of 86.5%. The best results obtained by other approaches on a real-world data set (3104 pollen grains from 8 taxa + about 30,000 dust particles) is a precision of 30% at a recall of 64.9%. The results obtained with the proposed MiSP invariants are significantly better than the state of the art in pollen recognition. Furthermore these techniques have proven to work not only on a small laboratory-type data set but also on a very large real-world data set. Especially the reached robustness to elastic deformations and the full 3D approach seems to be a key requirement for a reliable recognition of biological structures. We think that the new findings will be a valuable foundation for many further developments in the field of the recognition of biological structures in 3D volumetric data sets.
BibTeX: @phdthesis{ro:diss:1, author = {Ronneberger, O.}, title = {3D invariants for automated pollen recognition}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2007}, url = {http://www.freidok.uni-freiburg.de/volltexte/3394/} }
381	Zheng, W.-M., Lu, Z.-M. & Burkhardt, H.	Fast progressive image retrieval schemes based on updating enhanced equal-average equal-variance K nearest neighbour search in vector quantised feature database [BibTeX]	2007	Proceedings of the 6th International Conference on Information, Communications & Signal Processing, 2007 Singapore	inproceedings	[DOI]
BibTeX: @inproceedings{zh:lu:bu:icicsp07, author = {Wei-Min Zheng and Zhe-Ming Lu and Hans Burkhardt}, title = {Fast progressive image retrieval schemes based on updating enhanced equal-average equal-variance K nearest neighbour search in vector quantised feature database}, booktitle = {Proceedings of the 6th International Conference on Information, Communications \& Signal Processing, 2007}, address = {Singapore}, year = {2007}, pages = {1-5}, doi = {10.1109/ICICS.2007.4449570} }
380	Fehr, J.	Rotational Invariant Uniform Local Binary Patterns For Full 3D Volume Texture Analysis [BibTeX]	2007	Finnish Signal Processing Symposium (FINSIG), 2007 Oulu, Finland	inproceedings		[PDF]
BibTeX: @inproceedings{fe:FINSIG07, author = {Janis Fehr}, title = {Rotational Invariant Uniform Local Binary Patterns For Full 3D Volume Texture Analysis}, booktitle = {Finnish Signal Processing Symposium (FINSIG), 2007}, address = {Oulu, Finland}, year = {2007} }
379	Haller, C., Schulz, J., Schmidt-Trucksäss, A., Burkhardt, H., Schmitz, D., Dickhuth, H. & Sandrock, M.	Sequential based analysis of Intima-Media Thickness (IMT) in common carotid artery studies. [BibTeX]	2007	Atherosclerosis	article	[DOI]
BibTeX: @article{ha:sc:bu:athe07, author = {Haller, C. and Schulz, J. and Schmidt-Trucks{\"a}ss, A. and Burkhardt, H. and Schmitz, D. and Dickhuth, H. and Sandrock, M.}, title = {Sequential based analysis of Intima-Media Thickness (IMT) in common carotid artery studies.}, journal = {Atherosclerosis}, year = {2007}, volume = {195}, number = {2}, pages = {e203-e209}, doi = {10.1016/j.atherosclerosis.2007.07.017} }
378	Reisert, M.	Spherical Derivatives for Steerable Filtering in 3D [BibTeX]	2007	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{re:report07_03, author = {M. Reisert}, title = {Spherical Derivatives for Steerable Filtering in 3D}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2007}, number = {Internal Report 3/07} }
377	Teynor, A. & Burkhardt, H.	Fast Codebook Generation by Sequential Data Analysis for Object Classification [BibTeX]	2007	Proceedings of the 3rd International Symposium on Visual Computing (ISVC 2007) Lake Tahoe, USA	inproceedings		[PDF]
BibTeX: @inproceedings{te:bu:isvc07, author = {Alexandra Teynor and Hans Burkhardt}, title = {Fast Codebook Generation by Sequential Data Analysis for Object Classification}, booktitle = {Proceedings of the 3rd International Symposium on Visual Computing (ISVC 2007)}, address = {Lake Tahoe, USA}, year = {2007} }
376	Fehr, J., Zapien, K. & Burkhardt, H.	Fast Support Vector Machine Classification of very large Datasets [BibTeX]	2007	Post-Proceedings of the GfKl Conference, Data Analysis, Machine Learning, and Applications University of Freiburg, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{fe:za:bu:gfkl07, author = {Fehr, J. and Zapien, K. and Burkhardt, H.}, title = {Fast Support Vector Machine Classification of very large Datasets}, booktitle = {Post-Proceedings of the GfKl Conference, Data Analysis, Machine Learning, and Applications}, publisher = {LNCS, Springer}, address = {University of Freiburg, Germany}, year = {2007} }
375	Haasdonk, B. & Burkhardt, H.	Classification with Invariant Distance Substitution Kernels [BibTeX]	2007	Proceedings of 31st. GfKl Conference, Data Analysis, Machine Learning, and Applications University of Freiburg, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{ha:bu:gfkl07, author = {Haasdonk, B. and Burkhardt, H.}, title = {Classification with Invariant Distance Substitution Kernels}, booktitle = {Proceedings of 31st. GfKl Conference, Data Analysis, Machine Learning, and Applications}, publisher = {LNCS, Springer}, address = {University of Freiburg, Germany}, year = {2007} }
374	Ronneberger, O., Wang, Q. & Burkhardt, H.	3D invariants with high robustness to local deformations for automated pollen recognition [BibTeX]	2007	Proceedings of the DAGM 2007 Heidelberg, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{ro:wa:bu:dagm07, author = {Ronneberger, O. and Wang, Q. and Burkhardt, H.}, title = {3D invariants with high robustness to local deformations for automated pollen recognition}, booktitle = {Proceedings of the DAGM 2007}, publisher = {LNCS, Springer}, address = {Heidelberg, Germany}, year = {2007}, pages = {455-435} }
373	Reisert, M., Ronneberger, O. & Burkhardt, H.	A fast and reliable coin recognition system [BibTeX]	2007	Proceedings of the DAGM 2007 Heidelberg, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{re:ro:bu:dagm07:2, author = {Reisert, M. and Ronneberger, O. and Burkhardt, H.}, title = {A fast and reliable coin recognition system}, booktitle = {Proceedings of the DAGM 2007}, publisher = {LNCS, Springer}, address = {Heidelberg, Germany}, year = {2007}, pages = {415-424} }
372	Reisert, M., Ronneberger, O. & Burkhardt, H.	Holomorphic filters for object detection [BibTeX]	2007	Proceedings of the DAGM 2007 Heidelberg, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{re:ro:bu:dagm07, author = {Reisert, M. and Ronneberger, O. and Burkhardt, H.}, title = {Holomorphic filters for object detection}, booktitle = {Proceedings of the DAGM 2007}, publisher = {LNCS, Springer}, address = {Heidelberg, Germany}, year = {2007}, pages = {304-313} }
371	Setia, L. & Burkhardt, H.	Learning Taxonomies in Large Image Databases [BibTeX]	2007	ACM SIGIR Workshop on Multimedia Information Retrieval Amsterdam, Holland	inproceedings		[PDF]
BibTeX: @inproceedings{se:bu:mir07, author = {L. Setia and H. Burkhardt}, title = {Learning Taxonomies in Large Image Databases}, booktitle = {ACM SIGIR Workshop on Multimedia Information Retrieval}, address = {Amsterdam, Holland}, year = {2007} }
370	Haasdonk, B. & Burkhardt, H.	Invariant Kernel Functions for Pattern Analysis and Machine Learning [BibTeX]	2007	Machine Learning	article	[DOI]	[PDF]
BibTeX: @article{ha:bu:ml07, author = {Bernard Haasdonk and Hans Burkhardt}, title = {Invariant Kernel Functions for Pattern Analysis and Machine Learning}, journal = {Machine Learning}, publisher = {Springer Netherlands}, year = {2007}, volume = {68}, pages = {35-61}, doi = {10.1007/s10994-007-5009-7} }
369	Temerinac, M., Reisert, M. & Burkhardt, H.	SHape REtrieval Contest 2007: Protein Retrieval Track [BibTeX]	2007	Proceedings of SHREC2007 3D Shape Retrieval Contest, SMI'07 Lyon, France	inproceedings		[PDF]
BibTeX: @inproceedings{tem:re:bu:shrec07, author = {Maja Temerinac and Marco Reisert and Hans Burkhardt}, title = {SHape REtrieval Contest 2007: Protein Retrieval Track}, booktitle = {Proceedings of SHREC2007 3D Shape Retrieval Contest, SMI'07}, address = {Lyon, France}, year = {2007} }
368	Zapien, K. & Fehr, J.	Fast Support Vector Machine Classification of very large Datasets [BibTeX]	2007	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{za:fe:report07_02, author = {K. Zapien and J. Fehr}, title = {Fast Support Vector Machine Classification of very large Datasets}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2007}, number = {Internal Report 2/07} }
367	Temerinac, M., Reisert, M. & Burkhardt, H.	Invariant Features for Searching in Protein Fold Databases [BibTeX]	2007	International Journal on Computer Mathematics, 'Special Issue on Bioinformatics'	article	[DOI]
BibTeX: @article{tem:re:bu:ijcm07, author = {Temerinac, M. and Reisert, M. and Burkhardt, H.}, title = {Invariant Features for Searching in Protein Fold Databases}, journal = {International Journal on Computer Mathematics, 'Special Issue on Bioinformatics'}, year = {2007}, volume = {84}, number = {5}, pages = {635-651}, doi = {10.1080/00207160701351937} }
366	Reisert, M. & Burkhardt, H.	Learning Equivariant Functions with Matrix Valued Kernels [BibTeX]	2007	J. Mach. Learn. Res. Cambridge, MA, USA	article	[URL]
BibTeX: @article{re:bu:jmlr07, author = {Marco Reisert and Hans Burkhardt}, title = {Learning Equivariant Functions with Matrix Valued Kernels}, journal = {J. Mach. Learn. Res.}, publisher = {MIT Press}, address = {Cambridge, MA, USA}, year = {2007}, volume = {8}, pages = {385--408}, url = {http://portal.acm.org/citation.cfm?id=1248659.1248674&coll=GUIDE&dl=%23url.coll} }
365	Lu, Z.-M. & Burkhardt, H.	Block Truncation Coding Based Histograms for Colour Image Retrieval [BibTeX]	2007	International Journal of Computer Sciences and Engineering Systems	article		[PDF]
BibTeX: @article{lu:bu:IJCSES06, author = {Zhe-Ming Lu and Hans Burkhardt}, title = {Block Truncation Coding Based Histograms for Colour Image Retrieval}, journal = {International Journal of Computer Sciences and Engineering Systems}, year = {2007}, volume = {1}, number = {1}, pages = {7-9} }
364	Teynor, A. & Burkhardt, H.	Patch Based Localization of Visual Object Class Instances [BibTeX]	2007	IAPR Workshop on Machine Vision Applications (MVA2007) Tokyo, Japan	inproceedings		[PDF]
BibTeX: @inproceedings{te:mva07, author = {Teynor, A. and Burkhardt, H.}, title = {Patch Based Localization of Visual Object Class Instances }, booktitle = {IAPR Workshop on Machine Vision Applications (MVA2007)}, address = {Tokyo, Japan}, year = {2007} }
363	Fehr, J. & Burkhardt, H.	Harmonic Shape Histograms for 3D Shape Classification and Retrieval [BibTeX]	2007	IAPR Workshop on Machine Vision Applications (MVA2007) Tokyo, Japan	inproceedings		[PDF]
BibTeX: @inproceedings{fe:mva07, author = {Fehr, J. and Burkhardt, H.}, title = {Harmonic Shape Histograms for 3D Shape Classification and Retrieval}, booktitle = {IAPR Workshop on Machine Vision Applications (MVA2007)}, address = {Tokyo, Japan}, year = {2007} }
362	Reisert, M.	Equivariant Holomorphic Filters - Theory and Applications [BibTeX]	2007	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{re:report07_01, author = {Marco Reisert}, title = {Equivariant Holomorphic Filters - Theory and Applications}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2007}, number = {Internal Report 1/07} }
361.2	Halawani, A.	Local Integral Invariants for Image Retrieval [BibTeX]	2006	School: Albert-Ludwigs-Universität Freiburg	phdthesis
BibTeX: @phdthesis{hal:diss, author = {Halawani, A.}, title = {Local Integral Invariants for Image Retrieval}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2006} }
361.1	Utcke, S.	Error Propagation in Geometry-Based Grouping [BibTeX]	2006	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]
BibTeX: @phdthesis{ut:diss, author = {Utcke, S.}, title = {Error Propagation in Geometry-Based Grouping}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2006}, url = {http://www.freidok.uni-freiburg.de/volltexte/2932/} }
361	Brunner, G.	Structure Features for Content-Based Image Retrieval and Classification Problems. [BibTeX]	2006	School: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	phdthesis		[PDF]
BibTeX: @phdthesis{br:diss, author = {Gerd Brunner}, title = {Structure {F}eatures for Content-Based Image Retrieval and Classification Problems.}, school = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {2006} }
360	Scharring, S., Schultz, E., Heimann, U., Gehrig, R., Defila, C., Kühler, B., Burkhardt, H., Ronneberger, O., Wang, Q., Brandenburg, A., Sulz, G., Ehr, M., Giel, D., Fratz, M., Koch, W., Dunkhorst, W., Lüdding, H., Müller, W. & Breitfuss, G.	Automatic Pollen Recognition - Developments and Perspectives [BibTeX]	2006	Nachrichtenblatt des Deutschen Pflanzenschutzdienstes	article
BibTeX: @article{scha:ndp06, author = {Scharring, S. and Schultz, E. and Heimann, U. and Gehrig, R. and Defila, C. and K{\"u}hler, B. and Burkhardt, H. and Ronneberger, O. and Wang, Q. and Brandenburg, A. and Sulz, G. and Ehr, M. and Giel, D. and Fratz, M. and Koch, W. and Dunkhorst, W. and L{\"u}dding, H. and M{\"u}ller, W. and Breitfuss, G.}, title = {Automatic Pollen Recognition - Developments and Perspectives}, journal = {Nachrichtenblatt des Deutschen Pflanzenschutzdienstes}, publisher = {Eugen Ulmer KG, Stuttgart}, year = {2006}, volume = {58}, pages = {309-314} }
359	Teynor, A.	Patch Based Approaches for the Recognition of Visual Object Classes - A Survey [BibTeX]	2006	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{te:report06_02, author = {Alexandra Teynor}, title = {Patch Based Approaches for the Recognition of Visual Object Classes - A Survey}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2006}, number = {Internal Report 2/06} }
358	Lu, Z.-M., Li, D.-N. & Burkhardt, H.	Image retrieval based on RST-invariant features [BibTeX]	2006	International Journal of Computer Science and Network Security	article		[PDF]
BibTeX: @article{lu:li:bu:IJCNS06, author = {Zhe-Ming Lu and Dan-Ni Li and Hans Burkhardt}, title = {Image retrieval based on RST-invariant features}, journal = {International Journal of Computer Science and Network Security}, year = {2006}, volume = {6}, number = {2A}, pages = {169-174} }
357	Scharring, S., Brandenburg, A., Breitfuss, G., Burkhardt, H., Dunkhorst, W., v. Ehr, M., Fratz, M., Giel, D., Heimann, U., Koch, W., Lödding, H., Müller, W., Ronneberger, O., Schultz, E., Sulz, G. & Wang, Q. Popp, J. & Strehle, M. (Eds.)	Online Monitoring of Airborne Allergenic Particles (OMNIBUSS) [Abstract] [BibTeX]	2006	Biophotonics: Visions for Better Health Care	incollection	[DOI]
Abstract: This chapter contains sections titled: Introduction Health-related Impacts of Aerosols Allergies Pollen Counting - State-of-the-Art A New Approach to Pollen Information and Forecasting Monitoring Bioaerosols: State-of-the-Art Existing Instrumentation for Sampling Environmental Allergens Microscopic Techniques Pattern Recognition Online Monitoring of Airborne Allergenic Particles by Microscopic Techniques Instrumentation Sampling Preparation Microscopic Imaging and System Integration Pattern Recognition Integration of the Pollen Monitor in an Online Environmental Monitoring Network First Results Automated Sampling Automated Sample Scanning Continuous Sampling and Online Analysis Pattern Recognition - Pollen Pattern Recognition - Fungal Spores Real-world Samples Field Experiments Summary / Outlook Glossary Key References References
BibTeX: @incollection{sch:bioph06, author = {Scharring, S. and Brandenburg, A. and Breitfuss, G. and Burkhardt, H. and Dunkhorst, W. and v. Ehr, M. and Fratz, M. and Giel, D. and Heimann, U. and Koch, W. and L\"odding, H. and M\"uller, W. and Ronneberger, O. and Schultz, E. and Sulz, G. and Wang, Q.}, title = {Online Monitoring of Airborne Allergenic Particles (OMNIBUSS)}, booktitle = {Biophotonics: Visions for Better Health Care}, editor = {Popp, J. and Strehle, M.}, publisher = {Wiley-VCH}, year = {2006}, pages = {31-88}, doi = {10.1002/3527608842.ch2} }
356	Fehr, J., Sauer, C., Kurz, H., Ronneberger, O. & Burkhardt, H. Handels, H., Ehrhardt, J., Horsch, A., Meinzer, H.-P. & Tolxdorff, T. (Eds.)	Identifikation von Zellen in intaktem Gewebe -- Segmentierung und Klassifikation von Zellkernen in 3D Volumendaten mittels voxel-basierter Grauwertinvarianten [Abstract] [BibTeX]	2006	Bildverarbeitung für die Medizin 2006 Algorithmen Systeme Anwendungen, Proceedings des Workshops vom 19. - 21. März 2006 in Hamburg	inproceedings	[DOI]
Abstract: Wir präsentieren erste Ergebnisse eines Ansatzes zur vollautomatischen Segmentierung und Klassifikation von Zellen (Zellkernen) in 3D Volumendaten. Durch Einsatz voxel-weiser invarianter Merkmale und Support Vektor Maschinen wird die Klassenzugehörigkeit jedes Voxels anhand von Trainingsbeispielen gelernt. Dies ermöglicht eine simultane Segmentierung und Klassifikation von Objekten selbst in stark verrauschten und kontrastschwachen konfokalen Laserscanning-Mikroskop Aufnahmen.
BibTeX: @inproceedings{fe:sau:ro:bu:bvm06, author = {Janis Fehr and Catharina Sauer and Haymo Kurz and Olaf Ronneberger and Hans Burkhardt}, title = {Identifikation von {Z}ellen in intaktem {G}ewebe -- {S}egmentierung und {K}lassifikation von {Z}ellkernen in 3D {V}olumendaten mittels voxel-basierter {G}rauwertinvarianten}, booktitle = {Bildverarbeitung f\"ur die Medizin 2006 Algorithmen Systeme Anwendungen, Proceedings des Workshops vom 19. - 21. M\"arz 2006 in Hamburg}, editor = {Heinz Handels and Jan Ehrhardt and Alexander Horsch and Hans-Peter Meinzer and Thomas Tolxdorff}, year = {2006}, doi = {10.1007/3-540-32137-3_75} }
355	Reisert, M., Ronneberger, O. & Burkhardt, H.	An Efficient Gradient Based Registration Technique for Coin Recognition [Abstract] [BibTeX]	2006	Competition winning program! Proceedings of the Muscle CIS Coin Competition Workshop, Sep.11, 2006, Berlin, Germany	inproceedings		[PDF]
Abstract: This paper presents a coin recognition system based completely on the direction of thegradient vectors. To optimally align two coins we search for a rotation such that as mostas possible corresponding gradient vectors point into the same direction. After discretizingthe gradient directions this can be done quickly by the use of the Fast Fourier Transform.The classification is done by a simple nearest neighbor search followed by several rejectioncriteria to meet the demand of a low false positive rate.
BibTeX: @inproceedings{re:bu:ciscoin, author = {M. Reisert and O. Ronneberger and H. Burkhardt}, title = {An Efficient Gradient Based Registration Technique for Coin Recognition}, booktitle = {Competition winning program! Proceedings of the Muscle CIS Coin Competition Workshop, Sep.11, 2006, Berlin, Germany}, year = {2006}, pages = {19-31} }
354	Lu, Z.-M., Burkhardt, H. & Chu, S.-C.	Multipurpose Image Watermarking Algorithms an Applications [BibTeX]	2007	Kacprzyk, J.(Ed.): Studies in Computational Intelligence 58	inbook	[DOI]
BibTeX: @inbook{lu:bu:ch_SCI07, author = {Z.-M. Lu and H. Burkhardt and S.-C. Chu}, title = {Multipurpose Image Watermarking Algorithms an Applications}, publisher = {Springer Verlag}, year = {2007}, series = {Kacprzyk, J.(Ed.): Studies in Computational Intelligence}, volume = {58}, pages = {287-323}, doi = {10.1007/978-3-540-71169-8_11} }
353	Fehr, J. & Burkhardt, H.	Phase based 3D Texture Features [BibTeX]	2006	Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{fe:bu:dagm06, author = {J. Fehr and H. Burkhardt}, title = {Phase based 3D Texture Features}, booktitle = {Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany}, publisher = {LNCS, Springer}, year = {2006}, pages = {263-272} }
352	Reisert, M. & Burkhardt, H.	Irreducible Group Representation for 3D Shape Description [BibTeX]	2006	Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{re:bu:dagm06, author = {M. Reisert and H. Burkhardt}, title = {Irreducible Group Representation for 3D Shape Description}, booktitle = {Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany}, publisher = {LNCS, Springer}, year = {2006}, pages = {132-142} }
351	Reisert, M. & Burkhardt, H.	Feature Selection for Retrieval Purposes [BibTeX]	2006	Proceedings of the ICIAR'06, Pavoa do Varzim, Portugal	inproceedings		[PDF]
BibTeX: @inproceedings{re:bu:featsel, author = {M. Reisert and H. Burkhardt}, title = {Feature Selection for Retrieval Purposes}, booktitle = {Proceedings of the ICIAR'06, Pavoa do Varzim, Portugal}, publisher = {LNCS, Springer}, year = {2006}, volume = {1}, pages = {661--672} }
350	Lu, Z.-M. & Burkhardt, H.	Fast Image Retrieval Based on Equal-average Equal-variance K-Nearest Neighbour Search [BibTeX]	2006	Proceedings of International Conference on Pattern Recognition (ICPR 2006)	inproceedings	[DOI]
BibTeX: @inproceedings{lu:bu:icpr06, author = {Zhe-Ming Lu and Hans Burkhardt}, title = {Fast Image Retrieval Based on Equal-average Equal-variance K-Nearest Neighbour Search}, booktitle = {{Proceedings of {I}nternational {C}onference on {P}attern {R}ecognition ({ICPR} 2006)}}, publisher = {IEEE Computer Society, Washington DC}, year = {2006}, doi = {10.1109/ICPR.2006.546} }
349	Reisert, M. & Burkhardt, H.	Invariant Features for 3D-Data based on Group Integration using Directional Information and Spherical Harmonic Expansion [BibTeX]	2006	Proceedings of International Conference on Pattern Recognition (ICPR 2006), Hong Kong	inproceedings		[PDF]
BibTeX: @inproceedings{re:bu:icpr06, author = {M. Reisert and H. Burkhardt}, title = {Invariant Features for 3D-Data based on Group Integration using Directional Information and Spherical Harmonic Expansion}, booktitle = {{Proceedings of {I}nternational {C}onference on {P}attern {R}ecognition ({ICPR} 2006)}, Hong Kong}, publisher = {LNCS, Springer}, year = {2006} }
348	Schulz, J., Schmidt, T., Ronneberger, O., Burkhardt, H., Pasternak, T., Dovzhenko, A. & Palme, K.	Fast Scalar and Vectorial Grayscale Based Invariant Features for 3D Cell Nuclei Localization and Classification (DAGM Award) [Abstract] [BibTeX]	2006	Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany	inproceedings	[DOI]	[PDF]
Abstract: Since biology and medicine apply increasingly fast volumetric imaging techniques and aim at extracting quantitative data from these images, the need for efficient image analysis techniques like detection and classification of 3D structures is obvious. A common approach is to extract local features, e.g. group integration has been used to gain invariance against rotation and translation. We extend these group integration features by including vectorial information and spherical harmonics descriptors. From our vectorial invariants we derive a very robust detector for spherical structures in low-quality images and show that it can be computed very fast. We apply these new invariants to 3D confocal laser-scanning microscope images of the Arabidopsis root tip and extract position and type of the cell nuclei. Then it is possible to build a biologically relevant, architectural model of the root tip.
BibTeX: @inproceedings{schu_schm_ro_bu_dagm06, author = {J. Schulz and T. Schmidt and O. Ronneberger and H. Burkhardt and T. Pasternak and A. Dovzhenko and K. Palme}, title = {Fast Scalar and Vectorial Grayscale Based Invariant Features for 3D Cell Nuclei Localization and Classification}, booktitle = {Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany}, publisher = {LNCS, Springer}, year = {2006}, note = {DAGM Award}, doi = {10.1007/11861898_19} }
347	Setia, L., Teynor, A., Halawani, A. & Burkhardt, H.	Radiograph Annotation using Local Relational Features [BibTeX]	2006	Workshop on Cross Language Evaluation Forum (CLEF) Alicante, Spain	inproceedings		[PDF]
BibTeX: @inproceedings{se:clef06, author = {Lokesh Setia and Alexandra Teynor and Alaa Halawani and Hans Burkhardt}, title = {Radiograph Annotation using Local Relational Features}, booktitle = {Workshop on Cross Language Evaluation Forum (CLEF)}, address = {Alicante, Spain}, year = {2006} }
346	Setia, L., Teynor, A., Halawani, A. & Burkhardt, H.	Image Classification using Cluster-Cooccurrence Matrices of Local Relational Features [BibTeX]	2006	Proceedings of the 8th ACM International Workshop on Multimedia Information Retrieval Santa Barbara, CA, USA	inproceedings		[PDF]
BibTeX: @inproceedings{se:mir06, author = {Lokesh Setia and Alexandra Teynor and Alaa Halawani and Hans Burkhardt}, title = {Image Classification using Cluster-Cooccurrence Matrices of Local Relational Features}, booktitle = {Proceedings of the 8th ACM International Workshop on Multimedia Information Retrieval}, address = {Santa Barbara, CA, USA}, year = {2006} }
345	Setia, L. & Burkhardt, H.	Feature Selection for Automatic Image Annotation [BibTeX]	2006	Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{se:dagm06, author = {Lokesh Setia and Hans Burkhardt}, title = {Feature Selection for Automatic Image Annotation}, booktitle = {Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany}, publisher = {LNCS, Springer}, year = {2006} }
344	Teynor, A., Rahtu, E., Setia, L. & Burkhardt, H.	Properties of Patch Based Approaches for the Recognition of Visual Object Classes [BibTeX]	2006	Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{te:dagm06, author = {A. Teynor and E. Rahtu and L. Setia and H. Burkhardt}, title = {Properties of Patch Based Approaches for the Recognition of Visual Object Classes}, booktitle = {Proceedings of the 28th Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany}, publisher = {LNCS, Springer}, year = {2006} }
343	Halawani, A., Teynor, A., Setia, L., Brunner, G. & Burkhardt, H.	Fundamentals and Applications of Image Retrieval: An overview [BibTeX]	2006	Datenbank-Spektrum	article
BibTeX: @article{hal:spec06, author = {A. Halawani and A. Teynor and L. Setia and G. Brunner and H. Burkhardt}, title = {Fundamentals and Applications of Image Retrieval: {A}n overview}, journal = {Datenbank-Spektrum}, year = {2006}, volume = {18}, pages = {14-23} }
342	Reisert, M.	Learning Equivariant Functions with Matrix Valued Kernels - Theory and Applications [BibTeX]	2006	Institute: IIF-LMB, University Freiburg	techreport		[PDF]
BibTeX: @techreport{re:report06_01, author = {M. Reisert}, title = {Learning Equivariant Functions with Matrix Valued Kernels - Theory and Applications}, institution = {{IIF-LMB}, University Freiburg}, year = {2006}, number = {01/06} }
341	Lu, Z.-M., Burkhardt, H. & Boehmer, S. Zhuang, Y., Yang, S., Rui, Y. & He, Q. (Eds.)	Fast Content-Based Image Retrieval Based on Equal-Average K-Nearest-Neighbor Search Schemes. [BibTeX]	2006	Advances in Multimedia Information Processing - PCM 2006, 7th Pacific Rim Conference on Multimedia, Hangzhou, China, November 2-4, 2006 Lecture Notes in Computer Science	inproceedings	[DOI]	[PDF]
BibTeX: @inproceedings{lu_bu_bo_pcm06, author = {Zhe-Ming Lu and Hans Burkhardt and Sebastian Boehmer}, title = {Fast Content-Based Image Retrieval Based on Equal-Average K-Nearest-Neighbor Search Schemes.}, booktitle = {Advances in Multimedia Information Processing - PCM 2006, 7th Pacific Rim Conference on Multimedia, Hangzhou, China, November 2-4, 2006}, editor = {Yueting Zhuang and Shiqiang Yang and Yong Rui and Qinming He}, publisher = {Springer}, year = {2006}, series = {Lecture Notes in Computer Science}, pages = {167-174}, doi = {10.1007/11922162} }
340	Reisert, M. & Burkhardt, H.	Second order 3D shape features: An exhaustive study. [BibTeX]	2006	Computers & Graphics	article
BibTeX: @article{re:bu:cg06, author = {Marco Reisert and Hans Burkhardt}, title = {Second order 3D shape features: An exhaustive study.}, journal = {Computers {\&} Graphics}, year = {2006}, volume = {30}, number = {2}, pages = {197-206} }
339	Zheng, W.-M., Lu, Z.-M. & Burkhardt, H.	Color Image Retrieval Schemes using Index Histograms based on various Spatial-Domain Vector Quantizers [BibTeX]	2006	International Journal of Innovative Computing, Information and Control	article		[PDF]
BibTeX: @article{zh:lu:bu06, author = {Wei-Min Zheng and Zhe-Ming Lu and Hans Burkhardt}, title = {Color Image Retrieval Schemes using Index Histograms based on various Spatial-Domain Vector Quantizers}, journal = {International Journal of Innovative Computing, Information and Control}, year = {2006}, volume = {2}, number = {6}, pages = {1317-1326} }
338	Cheng, D. & H.Burkhardt	Template-Based Bubble Identification and Tracking in Image Sequences [BibTeX]	2006	International Journal of Thermal Sciences	article
BibTeX: @article{ch:bu:ijts06, author = {D. Cheng and H.Burkhardt}, title = {Template-Based Bubble Identification and Tracking in Image Sequences}, journal = {International Journal of Thermal Sciences}, year = {2006}, volume = {45}, pages = {321-330} }
337	Peschke, K.-D., Haasdonk, B., Ronneberger, O., Burkhardt, H., Rösch, P., Harz, M. & Popp, J.	Using transformation knowledge for the classification of Raman spectra of biological samples [Abstract] [BibTeX]	2006	BioMed'06: Proceedings of the 24th IASTED international conference on Biomedical engineering Anaheim, CA, USA	inproceedings		[PDF]
Abstract: For the classification of biological samples based on Raman spectra, a robust classifier is necessary. This requirement is met by using Support Vector Machines (SVMs) enhanced by incorporating a-priori knowledge about pattern variations. In the described approach transformation knowledge is included directly into the classification process by using regularized tangent distance kernels. This approach replaces the standard Euclidean distance in the kernel function by the distance of the linear approximation (tangent spaces) of known transformation manifolds. These transformations represent first a global scaling of the spectral values referring to intensity variations, and second a baseline shift by Lagrange polynomials. Experiments are carried out and reported in this paper. The results show, that incorporating a-priori knowledge by tangent distances improves the classification rates substantially, while a lossy baseline correction becomes superfluous.
BibTeX: @inproceedings{pe:ha:iasted06, author = {K.-D.~Peschke and B.~Haasdonk and O.~Ronneberger and H.~Burkhardt and P.~R\"osch and M.~Harz and J.~Popp}, title = {Using transformation knowledge for the classification of Raman spectra of biological samples}, booktitle = {BioMed'06: Proceedings of the 24th IASTED international conference on Biomedical engineering}, publisher = {ACTA Press}, address = {Anaheim, CA, USA}, year = {2006}, pages = {288--293} }
336.1	Rahmann, S.	Computer-Sehen mit Polarisationsbildern [BibTeX]	2005	School: Albert-Ludwigs-Universität Freiburg	phdthesis		[PDF]
BibTeX: @phdthesis{ra:diss, author = {Rahmann, S.}, title = {Computer-Sehen mit Polarisationsbildern}, school = {Albert-Ludwigs-Universit\"at Freiburg}, year = {2005} }
336	Haasdonk, B. & Burkhardt, H.	Invariant Kernels for Pattern Analysis and Machine Learning [BibTeX]	2005	Institute: IIF-LMB, Computer Science Department, University of Freiburg	techreport		[PDF]
BibTeX: @techreport{ha:bu:05:report05_03, author = {Haasdonk, B. and Burkhardt, H.}, title = {Invariant Kernels for Pattern Analysis and Machine Learning}, institution = {IIF-LMB, Computer Science Department, University of Freiburg}, year = {2005}, number = {Internal Report 3/05} }
335	Popp, J., Rösch, P., Petry, R., Hofer, S., Schüle, A., Schmauz, G., Lankers, M., Burkhardt, H., Ronneberger, O. & Peschke, K.-D.	Verfahren und Vorrichtung zur Detektion und zum Identifizieren von Biopartikeln (AT 23.02.2004, OT 08.09.2005, 1.PT 12.10.2006) [Abstract] [BibTeX]	2006	Institute: Deutsches Patentamt Deutsches Patent DE 10 2004 008 762 B4	techreport		[PDF]
Abstract: NOVELTY - Identifying bioparticles (I) comprises: locating an individual particle on a substrate (2) through irradiating at least an area of the substrate by means of light and measuring the light reflected by the particles; irradiating a particle with a laser and producing a localized Raman spectrum; and identifying (I) through comparison of the produced Raman spectrum with the Raman spectra produced by the majority of different particles. DETAILED DESCRIPTION - An INDEPENDENT CLAIM is also included for a device (useful for carrying out the procedure) comprising a substrate (2), a detecting unit (3) (for locating individual particles on the substrate) and an identifying unit (4) (for identifying an individual particle by Raman spectroscopy). USE - The method is useful for identifying bioparticles (claimed) or biocontamination in various industries e.g. pharmaceuticals and food industry. The bioparticles include microorganisms such as bacteria. The method is useful in automated industries such as pharmaceutical production, food production and water supply and processing. ADVANTAGE - The identification of the biocontamination by the method and the device is simple, fast and reliable. The use of highly sensitive Raman-spectroscopy allows for specific identification of the bioparticles present in smaller quantities. The method does not require any sample preparation and culturing and the bioparticles are not destroyed during the detection and identification steps. The method is independent of growth phases and/or environmental influences. The time taken for identification is very less when compared to the conventional methods e.g. the time taken by the conventional microbiological methods for the identification takes place for about 3000 minutes, while this method requires only about 3 minutes for identification. By using this method in various automated industries e.g. food production, the cost and the risk due to product contamination is minimized.
BibTeX: @techreport{po:patent05, author = {Popp, J. and R\"osch, P. and Petry, R. and Hofer, S. and Sch\"ule, A. and Schmauz, G. and Lankers, M. and Burkhardt, H. and Ronneberger, O. and Peschke, K.-D.}, title = {Verfahren und {V}orrichtung zur {D}etektion und zum {I}dentifizieren von {B}iopartikeln}, institution = {Deutsches {P}atentamt}, year = {2006}, number = {Deutsches Patent DE 10 2004 008 762 B4}, note = {AT 23.02.2004, OT 08.09.2005, 1.PT 12.10.2006} }
334	Schultz, E., Heimann, U., Scharring, S., Brandenburg, A., von Ehr, M., Sulz, G., Burkhardt, H., Ronneberger, O., Wang, Q., Koch, W., Dunkhorst, W., Lödding, H., Müller, W. & Breitfuss, G.	Extracting an Optical Finger-Print -- a New Approach to Single Particle Analysis [Abstract] [BibTeX]	2005	98th Annual Conference and Exhibition of the Air and Waste Management Association Minneapolis, Minnesota	inproceedings		[PDF]
Abstract: A fully automated system has been developed for microscope-based single particle analysisby extracting optical finger-prints from individual particles in ambient air samples. For this purpose, light microscopy was developed towards an objective measuring technique byemploying a novel pattern recognition technique. Automated particle classification is basedon so-called grey scale invariants, extracted from microscopic images of translucent,fluorescent and dark field microscopy. This information was bundled to a feature vectorproviding a kind of finger print for every particle. In a first step this approach was used for anautomated recognition of allergen carriers such as pollen and fungal spores. A leave-one-outtest gave a recognition rate of about 95% for 26 for the most frequent pollen species in centralEurope. Because no pollen-specific code was used, the recognition software was alsoemployed for an automated recognition of fungal spores without any change. Six of the mostfrequent airborne fungal spore genera in Central Europe were classified with a meanrecognition rate of 93%. These results gave reason to a research project aiming at thedevelopment of a fully automated system. The instrument should combine (1) high-volumesampling of coarse particles >2.5 $m, (2) electrostatic precipitation of this fraction onto asurface suitable for optical analysis, (3) automatic preparation for microscopic single particleanalysis, (4) imaging by various microscopic techniques, e.g. transmitted, fluorescence anddark field microscopy, (5) feature extraction by grey scale invariants, (6) classification byself-learning Support Vector Machines and (7) hourly output of number concentration ofairborne pollen, fungal spores and other particles of interest. A first demonstrator is presentedin early 2005. First field tests are planned for the first half of 2005. A commercialised deviceshould be available as from 2007. The project is funded by the German Ministry of Educationand Research.
BibTeX: @inproceedings{sch:awm05, author = {Eckart Schultz and Ulrich Heimann and Stefan Scharring and Albrecht Brandenburg and Markus von Ehr and Gerd Sulz and Hans Burkhardt and Olaf Ronneberger and Qing Wang and Wolfgang Koch and Wilhelm Dunkhorst and Hubert L\"odding and Werner M\"uller and Gernot Breitfuss}, title = {Extracting an Optical Finger-Print -- a New Approach to Single Particle Analysis}, booktitle = {98th Annual Conference and Exhibition of the Air and Waste Management Association}, address = {Minneapolis, Minnesota}, year = {2005} }
333	Reisert, M. & H.Burkhardt	Averaging Similarity Weighted Group Representations for Pose Estimation [BibTeX]	2005	Proceedings of Image and Vision Computing New Zealand 2005, IVCNZ'05	inproceedings		[PDF]
BibTeX: @inproceedings{re:bu:ivcnz05, author = {M. Reisert and H.Burkhardt}, title = {Averaging Similarity Weighted Group Representations for Pose Estimation}, booktitle = {Proceedings of Image and Vision Computing New Zealand 2005, IVCNZ'05}, year = {2005}, pages = {438-443} }
332	Li, H., Hartley, R. & Burkhardt, H.	Discrete Conformal Shape Representation and Reconstruction of 3D Mesh Objects [BibTeX]	2005	Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings Lecture Notes in Computer Science 3617	inproceedings		[PDF]
BibTeX: @inproceedings{hli:rha:bu:iciap05, author = {H. Li and R. Hartley and H. Burkhardt}, title = {Discrete Conformal Shape Representation and Reconstruction of 3D Mesh Objects}, booktitle = {Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings}, publisher = {Springer}, year = {2005}, series = {Lecture Notes in Computer Science}, volume = {3617}, pages = {535-542} }
331	Harz, M., Rösch, P., Peschke, K.-D., Ronneberger, O., Burkhardt, H. & Popp, J.	Micro-Raman spectroscopical identification of bacterial cells of the genus Staphylococcus in dependence on their cultivation conditions [Abstract] [BibTeX]	2005	The Analyst	article	[DOI]
Abstract: Microbial contamination is not only a medical problem, but also plays a large role in pharmaceutical clean room production and food processing technology. Therefore many techniques were developed to achieve differentiation and identification of microorganisms. Among these methods vibrational spectroscopic techniques (IR, Raman and SERS) are useful tools because of their rapidity and sensitivity. Recently we have shown that micro-Raman spectroscopy in combination with a support vector machine is an extremely capable approach for a fast and reliable, non-destructive online identification of single bacteria belonging to different genera. In order to simulate different environmental conditions we analyzed in this contribution different Staphylococcus strains with varying cultivation conditions in order to evaluate our method with a reliable dataset. First, micro-Raman spectra of the bulk material and single bacterial cells that were grown under the same conditions were recorded and used separately for a distinct chemotaxonomic classification of the strains. Furthermore Raman spectra were recorded from single bacterial cells that were cultured under various conditions to study the influence of cultivation on the discrimination ability. This dataset was analyzed both with a hierarchical cluster analysis (HCA) and a support vector machine (SVM).
BibTeX: @article{harz:roe:pe:ro:bu:pop:analyst05, author = {M.~Harz and P.~R\"osch and K.-D.~Peschke and O.~Ronneberger and H.~Burkhardt and J.~Popp}, title = {Micro-Raman spectroscopical identification of bacterial cells of the genus Staphylococcus in dependence on their cultivation conditions}, journal = {The Analyst}, year = {2005}, volume = {130}, number = {11}, pages = {1543-1550}, doi = {10.1039/b507715j} }
330	Zhe-Ming Lu, S.-Z. L. & Burkhardt, H.	A Content-Based Image Retrieval Scheme in JPEG Compressed Domain [BibTeX]	2006	International Journal of Innovative Computing, Information and Control	article		[PDF]
BibTeX: @article{lu:li:bu:ijic05, author = {Zhe-Ming Lu, Su-Zhi Li and Hans Burkhardt}, title = {A Content-Based Image Retrieval Scheme in JPEG Compressed Domain}, journal = {International Journal of Innovative Computing, Information and Control}, year = {2006}, volume = {2}, number = {4}, pages = {831-839} }
329	Lu, Z.-M. & Burkhardt, H.	Colour Image Retrieval Based on DCT-Domain Vector Quantisation Index Histograms [BibTeX]	2005	IEE Electronics Letters	article		[PDF]
BibTeX: @article{lu:bu:iee_el05, author = {Z.-M. Lu and H. Burkhardt}, title = {Colour Image Retrieval Based on DCT-Domain Vector Quantisation Index Histograms}, journal = {IEE Electronics Letters}, year = {2005}, volume = {41}, number = {17}, pages = {956-957} }
328	Haasdonk, B.	Transformation Knowledge in Pattern Analysis with Kernel Methods. [BibTeX]	2005	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]
BibTeX: @phdthesis{ha:diss, author = {B. Haasdonk}, title = {Transformation {K}nowledge in {P}attern {A}nalysis with {K}ernel {M}ethods.}, school = {Albert-Ludwigs-Universit{\"a}t Freiburg}, year = {2005}, url = {http://www.freidok.uni-freiburg.de/volltexte/2376/} }
327	Lu, Z., Pei, H. & Burkhardt, H.	A Spatial/Frequency Hybrid Vector Quantizer Based on A Classification in the DCT Domain [BibTeX]	2005	International Conference on Computational Intelligence and Security Xi'an, China	inproceedings	[DOI]
BibTeX: @inproceedings{lu:pei:bu:iccis05, author = {Z.M. Lu and H. Pei and H. Burkhardt}, title = {A Spatial/Frequency Hybrid Vector Quantizer Based on A Classification in the DCT Domain}, booktitle = {International Conference on Computational Intelligence and Security}, address = {Xi'an, China}, year = {2005}, doi = {10.1007/11596981_119} }
326	Lu, Z., Skibbe, H. & Burkhardt, H.	Image Retrieval Based on a Multipurpose Watermarking Scheme [BibTeX]	2005	International Workshop on Intelligent Information Hiding and Multimedia Signal Processing Melbourne, Australia	inproceedings		[PDF]
BibTeX: @inproceedings{lu:sk:bu:iihmsp05, author = {Z.M. Lu and H. Skibbe and H. Burkhardt}, title = {Image Retrieval Based on a Multipurpose Watermarking Scheme}, booktitle = {International Workshop on Intelligent Information Hiding and Multimedia Signal Processing}, address = {Melbourne, Australia}, year = {2005} }
325	Teynor, A. & W. Müller, W. K.	Compressed Domain Image Retrieval Using JPEG2000 and Gaussian Mixture Models [BibTeX]	2005	In Proceedings of Conference on Visual Information Retrieval (VISUAL2005) Amsterdam, The Netherlands	inproceedings
BibTeX: @inproceedings{te:mue:kow:visual05, author = {A. Teynor and W. M\"uller, W. Kowarschik}, title = {Compressed Domain Image Retrieval Using JPEG2000 and Gaussian Mixture Models}, booktitle = {In Proceedings of Conference on Visual Information Retrieval (VISUAL2005)}, address = {Amsterdam, The Netherlands}, year = {2005} }
324	Mei, L., Brunner, G., Setia, L. & Burkhardt, H.	Kernel Biased Discriminant Analysis using Histogram Intersection Kernel for Content-Based Image Retrieval [BibTeX]	2005	Sixth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'05) LNCS Pattern Recognition Brisbane Queensland, Australia	inproceedings		[PDF]
BibTeX: @inproceedings{mei:br:se:bu:ideal05, author = {L. Mei and G. Brunner and L. Setia and H. Burkhardt}, title = {Kernel Biased Discriminant Analysis using Histogram Intersection Kernel for Content-Based Image Retrieval}, booktitle = {Sixth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'05)}, publisher = {Springer}, address = {Brisbane Queensland, Australia}, year = {2005}, series = {LNCS Pattern Recognition}, number = {3578}, pages = {63-70} }
323	Fehr, J., Ronneberger, O., Kurz, H. & Burkhardt, H. Kropatsch, W. & Sablating, R. (Eds.)	Self-Learning Segmentation and Classification of Cell-Nuclei in 3D Volumetric Data using Voxel-Wise Gray Scale Invariants [Abstract] [BibTeX]	2005	Pattern Recognition - Proc. of the 27th DAGM Symposium, Vienna, Austria	inproceedings	[DOI]	[PDF]
Abstract: We introduce and discuss a new method for segmentation and classification of cells from 3D tissue probes. The anisotropic 3D volumetric data of fluorescent marked cell nuclei is recorded by a confocal laser scanning microscope (LSM). Voxel-wise gray scale features (see accompaning paper [1][2]) ), invariant towards 3D rotation of its neighborhood, are extracted from the original data by integrating over the 3D rotation group with non-linear kernels. In an interactive process, support-vector machine models are trained for each cell type using user relevance feedback. With this reference database at hand, segmentation and classification can be achieved in one step, simply by classifying each voxel and performing a connected component labelling, automatically without further human interaction. This general approach easily allows adoption of other cell types or tissue structures just by adding new training samples and re-training the model. Experiments with datasets from chicken chorioallantoic membrane show encouraging results.
BibTeX: @inproceedings{fe:ro:ku:bu:dagm05, author = {J. Fehr and O. Ronneberger and H. Kurz and H. Burkhardt}, title = {Self-Learning Segmentation and Classification of Cell-Nuclei in 3D Volumetric Data using Voxel-Wise Gray Scale Invariants}, booktitle = {Pattern Recognition - Proc. of the 27th {DAGM} Symposium, Vienna, Austria}, editor = {W. Kropatsch and R. Sablating}, publisher = {Springer, Berlin}, year = {2005}, doi = {10.1007/11550518_47} }
322	Ronneberger, O., Fehr, J. & Burkhardt, H.	Voxel-Wise Gray Scale Invariants for Simultaneous Segmentation and Classification (DAGM Award) [Abstract] [BibTeX]	2005	Pattern Recognition - Proc. of the 27th DAGM Symposium, Vienna, Austria	inproceedings	[DOI]	[PDF]
Abstract: 3D volumetric microscopical techniques (e.g. confocal laser scanning microscopy) have become a standard tool in biomedical applications to record three-dimensional objects with highly anisotropic morphology. To analyze these data in high-throughput experiments, reliable, easy to use and generally applicable pattern recognition tools are required. The major problem of nearly all existing applications is their high specialization to exact one problem, and the their time-consuming adaption to new problems, that has to be done by pattern recognition experts. We therefore search for a tool that can be adapted to new problems just by an interactive training process. Our main idea is therefore to combine object segmentation and recognition into one step by computing voxel-wise gray scale invariants (using nonlinear kernel functions and Haar-integration) on the volumetric multi-channel data set and classify each voxel using support vector machines. After the selection of an appropriate set of nonlinear kernel functions (which allows to integrate previous knowledge, but still needs some expertise), this approach allows a biologist to adapt the recognition system for his problem just by interactively selecting several voxels as training points for each class of objects. Based on these points the classification result is computed and the biologist may refine it by selecting additional training points until the result meets his needs. In this paper we present the theoretical background and a fast approximative algorithm using FFTs for computing Haar-integrals over the very rich class of nonlinear 3-point-kernel functions. The approximation still fulfils the invariance conditions. The experimental application for the recognition of different cell cores of the chorioallantoic membrane is presented in the accompanying paper [1] and in the technical report [2]
BibTeX: @inproceedings{ro:fe:bu:dagm05, author = {O. Ronneberger and J. Fehr and H. Burkhardt}, title = {Voxel-Wise Gray Scale Invariants for Simultaneous Segmentation and Classification}, booktitle = {Pattern Recognition - Proc. of the 27th {DAGM} Symposium, Vienna, Austria}, publisher = {Springer, Berlin}, year = {2005}, note = {DAGM Award}, doi = {10.1007/11550518_11} }
321	Brunner, G. & Burkhardt, H.	Structure Features for Content-Based Image Retrieval [BibTeX]	2005	Pattern Recognition - Proc. of the 27th DAGM Symposium, Vienna, Austria	inproceedings		[PDF]
BibTeX: @inproceedings{br:bu:dagm05, author = {G. Brunner and H. Burkhardt}, title = {Structure Features for Content-Based Image Retrieval}, booktitle = {Pattern Recognition - Proc. of the 27th {DAGM} Symposium, Vienna, Austria}, publisher = {Springer, Berlin}, year = {2005} }
320	Bahlmann, C.	Advanced Sequence Classification Techniques Applied to Online Handwriting Recognition. [BibTeX]	2005	School: Albert-Ludwigs-Universität Freiburg	phdthesis		[PDF]
BibTeX: @phdthesis{ba:diss, author = {Bahlmann, C.}, title = {Advanced Sequence Classification Techniques Applied to Online Handwriting Recognition.}, school = {Albert-Ludwigs-Universit{\"a}t Freiburg}, year = {2005} }
319	Ronneberger, O., Fehr, J. & Burkhardt, H.	Voxel-Wise Gray Scale Invariants for Simultaneous Segmentation and Classification -- Theory and Application to Cell-Nuclei in 3D Volumetric Data [Abstract] [BibTeX]	2005	Institute: IIF-LMB, University Freiburg	techreport		[PDF]
Abstract: 3D volumetric microscopical techniques (e.g. confocal laser scanning microscopy) have becomea standard tool in biomedical applications to record three-dimensional objects with highlyanisotropic morphology. To analyze this data in high-throughput experiments, reliable, easy touse and generally applicable pattern recognition tools are required. The major problem of nearlyall existing applications is their high specialization to exact one problem, and the their timeconsumingadaption to new problems, that has to be done by pattern recognition experts. Wetherefore search for a tool that can be adapted to new problems just by an interactive trainingprocess. Our main idea is therefore to combine object segmentation and recognition into onestep by computing voxel-wise gray scale invariants (using nonlinear kernel functions and Haarintegration)on the volumetric multi-channel data set and classify each voxel using support vectormachines.After the selection of an appropriate set of nonlinear kernel functions (which allows to integrateprevious knowledge, but still needs some expertise), this approach allows a biologist to adapt therecognition system for his problem just by interactively selecting several voxels as training pointsfor each class of objects. Basing on these points the classification result is computed and thebiologist may refine it by selecting additional training points until the result meets his needs.In this paper we present the theoretical background and a fast approximative but still perfectlyrotation invariant algorithm using FFTs for computing Haar-integrals over the very rich class ofnonlinear 3-point-kernel functions. In the second part we present some experimental results forthe recognition of different cell nuclei of the chorioallantoic membrane.
BibTeX: @techreport{ro:fe:bu:report05_02, author = {O. Ronneberger and J. Fehr and H. Burkhardt}, title = {Voxel-Wise Gray Scale Invariants for Simultaneous Segmentation and Classification -- Theory and Application to Cell-Nuclei in 3D Volumetric Data}, institution = {{IIF-LMB}, University Freiburg}, year = {2005}, number = {2/05} }
318	M.Reisert	A New Technique For Matching in Large Databases [BibTeX]	2005	Institute: IIF-LMB, University Freiburg	techreport		[PDF]
BibTeX: @techreport{re:report05_01, author = {M.Reisert}, title = {{A} {N}ew {T}echnique {F}or {M}atching in {L}arge {D}atabases}, institution = {{IIF-LMB}, University Freiburg}, year = {2005}, number = {1/05} }
317	Haasdonk, B., Vossen, A. & Burkhardt, H.	Invariance in Kernel Methods by Haar-Integration Kernels [BibTeX]	2005	Proceedings of the 14th Scandinavian Conference on Image Analysis (SCIA 2005)	inproceedings		[PDF]
BibTeX: @inproceedings{ha:vo:bu:scia05, author = {B. Haasdonk and A. Vossen and H. Burkhardt}, title = {Invariance in Kernel Methods by {H}aar-Integration Kernels}, booktitle = {Proceedings of the 14th Scandinavian Conference on Image Analysis (SCIA 2005)}, publisher = {Springer}, year = {2005}, pages = {841-851} }
316	Rösch, P., Harz, M., Peschke, K.-D., Ronneberger, O., Burkhardt, H., Motzkus, H.-W., Lankers, M., Hofer, S., Thiele, H. & Popp, J.	Chemotaxonomic Identification of Single Bacteria by Micro-Raman Spectroscopy: Application to Clean-Room-Relevant Biological Contaminations [Abstract] [BibTeX]	2005	Applied and Environmental Microbiology	article	[DOI]	[PDF]
Abstract: Microorganisms, such as bacteria, which might be present as contamination inside an industrial food or pharmaceutical clean room process need to be identified on short time scales in order to minimize possible health hazards as well as production downtimes causing financial deficits. Here we describe the first results of single-particle micro-Raman measurements in combination with a classification method, the so-called support vector machine technique, allowing for a fast, reliable, and nondestructive online identification method for single bacteria.
BibTeX: @article{roesch:ha:pe:etal:aem05, author = {P. R\"osch and M. Harz and K.-D. Peschke and O. Ronneberger and H. Burkhardt and H.-W. Motzkus and M. Lankers and S. Hofer and H. Thiele and J. Popp}, title = {Chemotaxonomic Identification of Single Bacteria by Micro-Raman Spectroscopy: Application to Clean-Room-Relevant Biological Contaminations}, journal = {Applied and Environmental Microbiology}, year = {2005}, volume = {71}, pages = {1626-1637}, doi = {10.1128/AEM.71.3.1626-1637.2005} }
315	Wolf, J., Burgard, W. & Burkhardt, H.	Roburst Vision-Based Localization by Combining an Image Retrieval System with Monte Carlo Localization [BibTeX]	2005	IEEE Trans.on Robotics	article
BibTeX: @article{wo:burg:bu:robotics05, author = { J. Wolf and W. Burgard and H. Burkhardt}, title = {Roburst Vision-Based Localization by Combining an Image Retrieval System with Monte Carlo Localization}, journal = {IEEE Trans.on Robotics}, year = {2005}, volume = {21}, number = {2} }
314	Haasdonk, B.	Feature Space Interpretation of SVMs with Indefinite Kernels [BibTeX]	2005	IEEE Trans. Pattern Anal. and Mach. Intell.	article		[PDF]
BibTeX: @article{ha:tpami05, author = {B. Haasdonk}, title = {Feature Space Interpretation of {SVM}s with Indefinite Kernels}, journal = {IEEE Trans. Pattern Anal. and Mach. Intell.}, year = {2005}, volume = {27}, number = {4}, pages = {482-492} }
313	Brunner, G. & Burkhardt, H.	Building Classification of Terrestrial Images by Generic Geometric Hierarchical Cluster Analysis Features [BibTeX]	2005	IAPR Workshop on Machine Vision Applications (MVA2005) Tsukuba Science City, Japan	inproceedings		[PDF]
BibTeX: @inproceedings{br:bu:mva05, author = {G. Brunner and H. Burkhardt}, title = {Building Classification of Terrestrial Images by Generic Geometric Hierarchical Cluster Analysis Features}, booktitle = {IAPR Workshop on Machine Vision Applications (MVA2005)}, address = {Tsukuba Science City, Japan}, year = {2005}, pages = {136-139} }
312	Setia, L., Ick, J. & Burkhardt, H.	SVM-based Relevance Feedback in Image Retrieval using Invariant Feature Histograms [BibTeX]	2005	IAPR Workshop on Machine Vision Applications (MVA2005) Tsukuba Science City, Japan	inproceedings		[PDF]
BibTeX: @inproceedings{se:ick:bu:mva05, author = {L. Setia and J. Ick and H. Burkhardt}, title = {SVM-based Relevance Feedback in Image Retrieval using Invariant Feature Histograms}, booktitle = {IAPR Workshop on Machine Vision Applications (MVA2005)}, address = {Tsukuba Science City, Japan}, year = {2005}, pages = {542-545} }
311	Halawani, A. & Burkhardt, H.	On using Histograms of Local Invariant Features for Image Retrieval [BibTeX]	2005	IAPR Workshop on Machine Vision Applications (MVA2005) Tsukuba Science City, Japan	inproceedings		[PDF]
BibTeX: @inproceedings{hal:bu:mva05, author = {A. Halawani and H. Burkhardt}, title = {On using Histograms of Local Invariant Features for Image Retrieval}, booktitle = {IAPR Workshop on Machine Vision Applications (MVA2005)}, address = {Tsukuba Science City, Japan}, year = {2005}, pages = {538-541} }
310	Katsoulas, D.	Robust Recovery of Piled Box-Like Objects in Range Images. [BibTeX]	2004	School: Albert-Ludwigs-Universität Freiburg	phdthesis		[PDF]
BibTeX: @phdthesis{ka:diss, author = {D. Katsoulas}, title = {Robust Recovery of Piled Box-Like Objects in Range Images.}, school = {Albert-Ludwigs-Universit{\"a}t Freiburg}, year = {2004} }
309	Schael, M.	Methoden zur Konstruktion invarianter Merkmale fr die Texturanalyse. [BibTeX]	2004	School: Albert-Ludwigs-Universität Freiburg	phdthesis		[PDF]
BibTeX: @phdthesis{scha:diss, author = {M. Schael}, title = {Methoden zur Konstruktion invarianter Merkmale fr die Texturanalyse.}, school = {Albert-Ludwigs-Universit{\"a}t Freiburg}, year = {2004} }
308	Burkhardt, H., Reisert, M. & Li, H. Rasmussen, C. E., Bülthoff, H. H., Giese, M. A. & Schölkopf, B. (Eds.)	Invariants for Discrete Structures - An Extension of Haar Integrals over Transformation Groups of Dirac Delta Functions [BibTeX]	2004	Pattern Recognition - Proc. of the 26th DAGM Symposium, Tübingen, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{bu:re:li:dagm04, author = {H. Burkhardt and M. Reisert and H. Li}, title = {Invariants for Discrete Structures - An Extension of Haar Integrals over Transformation Groups of Dirac Delta Functions}, booktitle = {Pattern Recognition - Proc. of the 26th {DAGM} Symposium, T\"ubingen, Germany}, editor = {C. E. Rasmussen and H. H. B\"ulthoff and M. A. Giese and B. Sch\"olkopf }, publisher = {Springer, Berlin}, year = {2004} }
307	Haasdonk, B., Halawani, A. & Burkhardt, H.	Adjustable invariant features by partial Haar-integration [BibTeX]	2004	Proc. of the 17th ICPR, Cambridge, United Kingdom	inproceedings		[PDF]
BibTeX: @inproceedings{ha:hal:bu:icpr04, author = {B. Haasdonk and A. Halawani and H. Burkhardt}, title = {Adjustable invariant features by partial {H}aar-integration}, booktitle = {Proc. of the 17th ICPR, Cambridge, United Kingdom}, publisher = {IEEE}, year = {2004}, volume = {2}, pages = {769-774} }
306	Haasdonk, B. & Bahlmann, C. Rasmussen, C. E., Bülthoff, H. H., Giese, M. A. & Schölkopf, B. (Eds.)	Learning with Distance Substitution Kernels [BibTeX]	2004	Pattern Recognition - Proc. of the 26th DAGM Symposium, Tübingen, Germany	inproceedings		[PDF]
BibTeX: @inproceedings{ha:ba:dagm04, author = {B. Haasdonk and C. Bahlmann}, title = {Learning with Distance Substitution Kernels}, booktitle = {Pattern Recognition - Proc. of the 26th {DAGM} Symposium, T\"ubingen, Germany}, editor = {C. E. Rasmussen and H. H. B\"ulthoff and M. A. Giese and B. Sch\"olkopf }, publisher = {Springer, Berlin}, year = {2004}, pages = {220-227} }
305	Katsoulas, D. & Werber, A.	Edge Detection in Range Images of Piled Deformable Objects [BibTeX]	2004	17th International Conference on Pattern Recognition (ICPR) Cambridge, United Kingdom	inproceedings
BibTeX: @inproceedings{ka:wer:icpr04, author = {D. Katsoulas and A. Werber}, title = {{Edge Detection in Range Images of Piled Deformable Objects}}, booktitle = {17th International Conference on Pattern Recognition (ICPR)}, address = {Cambridge, United Kingdom}, year = {2004} }
304	Halawani, A. & Burkhardt, H.	Image Retrieval by Local Evaluation of Nonlinear Kernel Functions around Salient Points [BibTeX]	2004	Proceedings of the 17th International Conference on Pattern Recognition (ICPR-2004) Cambridge, United Kingdom	inproceedings		[PDF]
BibTeX: @inproceedings{hal:bu:icpr04, author = {Alaa Halawani and Hans Burkhardt}, title = {{Image Retrieval by Local Evaluation of Nonlinear Kernel Functions around Salient Points}}, booktitle = { Proceedings of the 17th International Conference on Pattern Recognition (ICPR-2004)}, address = {Cambridge, United Kingdom}, year = {2004} }
303	Bahlmann, C. & Burkhardt, H.	The Writer Independent Online Handwriting Recognition System frog on hand* and Cluster Generative Statistical Dynamic Time Warping* [Abstract] [BibTeX]	2004	IEEE Trans. Pattern Anal. and Mach. Intell.	article		[PDF]
Abstract: In this paper, we give a comprehensive description of our writer-independent online handwriting recognition system frog on hand. The focus of this work concerns the presentation of the classification/training approach, which we call cluster generative statistical dynamic time warping (CSDTW). CSDTW is a general, scalable, HMM-based method for variable-sized, sequential data that holistically combines cluster analysis and statistical sequence modeling. It can handle general classification problems that rely on this sequential type of data, e.g., speech recognition, genome processing, robotics, etc. Contrary to previous attempts, clustering and statistical sequence modeling are embedded in a single feature space and use a closely related distance measure. We show character recognition experiments of frog on hand using CSDTW on the UNIPEN online handwriting database. The recognition accuracy is significantly higher than reported results of other handwriting recognition systems. Finally, we describe the real-time implementation of frog on hand on a Linux Compaq iPAQ embedded device.
BibTeX: @article{ba:bu:tpami04, author = {Claus Bahlmann and Hans Burkhardt}, title = {The Writer Independent Online Handwriting Recognition System \emph{frog on hand} and Cluster Generative Statistical Dynamic Time Warping}, journal = {IEEE Trans. Pattern Anal. and Mach. Intell.}, year = {2004}, volume = {26}, number = {3}, pages = {299--310} }
302	Burkhardt, H. & Cheng, D.	Thermo- und Fluiddynamik beim Sieden - Modellbildung und begleitende Experimente [BibTeX]	2004	Institute: ALU, Institut für Informatik	techreport
BibTeX: @techreport{bu:ch:dfg04, author = {H. Burkhardt and D. Cheng}, title = {{T}hermo- und {F}luiddynamik beim {S}ieden - {M}odellbildung und begleitende {E}xperimente}, institution = {ALU, Institut f{\"u}r Informatik}, year = {2004} }
301	Haasdonk, B., Poluru, B. R. & Teynor, A.	Presto-Box 1.1 Library Documentation [BibTeX]	2003	Institute: IIF-LMB, University Freiburg	techreport	[URL]
BibTeX: @techreport{ha:po:te:prestobox, author = {B. Haasdonk and B. R. Poluru and A. Teynor}, title = {{P}resto-{B}ox 1.1 Library Documentation}, institution = {{IIF-LMB}, University Freiburg}, year = {2003}, number = {3/03}, url = {ftp://ftp.informatik.uni-freiburg.de/papers/lmb/presto-box-1p1.zip} }
300	Haasdonk, B.	Feature Space Interpretation of SVMs with non Positive Definite kernels [BibTeX]	2003	Institute: IIF-LMB, University Freiburg	techreport
BibTeX: @techreport{ha:report03, author = {B. Haasdonk}, title = {{F}eature {S}pace {I}nterpretation of {SVM}s with non {P}ositive {D}efinite kernels}, institution = {{IIF-LMB}, University Freiburg}, year = {2003}, number = {2/03} }
299	Burkhardt, H. & Siggelkow, S.	Bildinhaltsbasierte Suche in Bilddatenbanken mit Hilfe von invarianten Merkmalen [BibTeX]	2003	Institute: ALU, Institut für Informatik	techreport		[PDF]
BibTeX: @techreport{bu:sig:dfg03, author = {H. Burkhardt and S. Siggelkow}, title = {Bildinhaltsbasierte {S}uche in {B}ilddatenbanken mit {H}ilfe von invarianten {M}erkmalen}, institution = {ALU, Institut f{\"u}r Informatik}, year = {2003} }
298	Burkhardt, H. & Haasdonk, B.	Mustererkennung WS 02/03, Ein multimedialer Grundlagenkurs im Hauptstudium Informatik, CD 1 + 2 (TSCC-Video) [BibTeX]	2003		misc
BibTeX: @misc{bu:ha:me-cd-03, author = {H. Burkhardt and B. Haasdonk}, title = { Mustererkennung {WS} 02/03, Ein multimedialer {G}rundlagenkurs im {H}auptstudium {I}nformatik, {CD} 1 + 2 ({TSCC}-{V}ideo)}, year = {2003} }
297	S. Romdhani, N. Canterakis, T. V.	Selective vs. global recovery of rigid and non-rigid motion [BibTeX]	2003	Institute: University of Basel, Computer Science Department	techreport		[PDF]
BibTeX: @techreport{rom:ca:ve:report03, author = {S. Romdhani, N. Canterakis, T. Vetter}, title = {Selective vs. global recovery of rigid and non-rigid motion}, institution = {University of Basel, Computer Science Department}, year = {2003} }
296	Katsoulas, D.	Reliable Recovery of Piled Box-like Objects via Parabolically Deformable Superquadrics [BibTeX]	2003	Proceedings of the IEEE International Conference on Computer Vision (ICCV-2003), Nice, France	inproceedings		[PDF]
BibTeX: @inproceedings{ka:iccv03, author = {D. Katsoulas}, title = {Reliable Recovery of Piled Box-like Objects via Parabolically Deformable Superquadrics}, booktitle = {Proceedings of the {IEEE} International Conference on Computer Vision ({ICCV}-2003), Nice, France}, publisher = {IEEE Computer Society}, year = {2003} }
295	Rahmann, S. Perales López, F., Campilho, A., Pérez de la Blanca Capilla, N. & Sanfeliu i Cortés, A. (Eds.)	Reconstruction of Quadrics from Two Polarization Views [BibTeX]	2003	Pattern Recognition and Image Analysis, Proc of 1st Iberian Conference LNCS	inproceedings		[PDF]
BibTeX: @inproceedings{ra:IbPRIA03, author = {S. Rahmann}, title = {Reconstruction of Quadrics from Two Polarization Views}, booktitle = {Pattern Recognition and Image Analysis, Proc of 1st {I}berian {C}onference}, editor = {Perales L\'opez, F.J. and Campilho, A.J.C. and P\'erez de la Blanca Capilla, N. and Sanfeliu i Cort\'es, A.}, publisher = {Springer}, year = {2003}, series = {LNCS}, number = {2652}, pages = {810--820} }
294	Katsoulas, D. Michaelis, B. & Krell, G. (Eds.)	Localization of Piled Boxes by Means of the Hough Transform [BibTeX]	2003	Pattern Recognition, Proc. of 25th DAGM Symposium LNCS	inproceedings
BibTeX: @inproceedings{ka:dagm03, author = {D. Katsoulas}, title = {Localization of Piled Boxes by Means of the Hough Transform}, booktitle = {Pattern Recognition, Proc. of 25th {DAGM} {S}ymposium}, editor = {Michaelis, B. and Krell, G.}, publisher = {Springer}, year = {2003}, series = {LNCS}, number = {2781} }
293	Katsoulas, D. Perales López, F., Campilho, A., Pérez de la Blanca Capilla, N. & Sanfeliu i Cortés, A. (Eds.)	Robust Extraction of Vertices in Range Images by Constraining the Hough Transform [BibTeX]	2003	Pattern Recognition and Image Analysis, Proc of 1st Iberian Conference LNCS	inproceedings
BibTeX: @inproceedings{ka:IbPRIA03, author = {D. Katsoulas}, title = {Robust Extraction of Vertices in Range Images by Constraining the Hough Transform}, booktitle = {Pattern Recognition and Image Analysis, Proc of 1st {I}berian {C}onference}, editor = {Perales L\'opez, F.J. and Campilho, A.J.C. and P\'erez de la Blanca Capilla, N. and Sanfeliu i Cort\'es, A.}, publisher = {Springer}, year = {2003}, series = {LNCS}, number = {2652}, pages = {360--369} }
292	Cheng, D. & Burkhardt, H.	Bubble Tracking in Image Sequences [BibTeX]	2003	International Journal of Thermal Science	article		[PDF]
BibTeX: @article{ch:bu:IJTS2003, author = {D. Cheng and H. Burkhardt}, title = {{B}ubble {T}racking in {I}mage {S}equences}, journal = {International Journal of Thermal Science}, year = {2003}, volume = {42}, number = {7}, pages = {639-723} }
291	Burkhardt, H. & Rahmann, S.	DFG-Schwerpunktprogramm: Automatische Sichtprüfung technischer Objekte. [BibTeX]	2003	Institute: ALU, Institut für Informatik	techreport
BibTeX: @techreport{bu:ra:dfg03, author = {H. Burkhardt and S. Rahmann}, title = {DFG-{S}chwerpunktprogramm: Automatische {S}ichtpr{\"u}fung technischer {O}bjekte.}, institution = {ALU, Institut f{\"u}r Informatik}, year = {2003} }
290	Siggelkow, S.	Feature Historgrams for Content-Based Image Retrieval [BibTeX]	2002	School: Albert-Ludwigs-Universität Freiburg	phdthesis	[URL]	[PDF]
BibTeX: @phdthesis{sig:diss, author = {S. Siggelkow}, title = {{F}eature {H}istorgrams for {C}ontent-{B}ased {I}mage {R}etrieval}, school = {Albert-Ludwigs-Universit{\"a}t Freiburg}, year = {2002}, url = {http://www.freidok.uni-freiburg.de/volltexte/631/} }
289	Siggelkow, S.	Merkmalhistogramme für die Suche in Bilddatenbanken [BibTeX]	2002	Dorothea Wagner et al. (Ed.): Ausgezeichnete Informatikdissertationen, Lecture Notes in Informatics (LNI) - Dissertations D-3	inbook
BibTeX: @inbook{sig:lni02, author = {S. Siggelkow}, title = {Merkmalhistogramme f{\"u}r die {S}uche in {B}ilddatenbanken}, publisher = {Bonner K{\"o}llen Verlag}, year = {2002}, series = {Dorothea Wagner et al. (Ed.): Ausgezeichnete Informatikdissertationen, Lecture Notes in Informatics (LNI) - Dissertations}, volume = {D-3}, pages = {163-172} }
288	Ronneberger, O., Schultz, E. & Burkhardt, H.	Automated Pollen Recognition using 3D Volume Images from Fluorescence Microscopy [Abstract] [BibTeX]	2002	Aerobiologia	article	[DOI]
Abstract: Identifying and counting of pollen grains in ambient air samples is still a demanding and time-consuming task even for an experienced microscopist. This article describes a technique which may be employed to establish a fully automated system for this task. Based on a 3D volume fluorescence image of a pollen grain taken with a confocal laser scanning microscope, the described system is able to recognize the pollen taxa. The system autonomously extracts all required information for the recognition from a data base with reference objects (self-learning system) and only needs to calculate very general purpose features of the volumetric data sets (so-called gray scale invariants). This allows for easy adaptation of the system to other conditions (e.g., pollen of a special area) or even other objects than pollen (e.g., spores, bacteria etc.) just by exchanging the reference data base. When using a reference data base with the 26 most important German pollen taxa, the recognition rate is 92%. With a special database for allergic purposes recognizing only Corylus, Alnus, Betula, Poaceae, Secale, Artemisia and ``allergically non-relevant'' the recognition rate is 97.4%.
BibTeX: @article{ro:schu:bu:aero02, author = {O. Ronneberger and E. Schultz and H. Burkhardt}, title = {{Automated Pollen Recognition using 3D Volume Images from Fluorescence Microscopy}}, journal = {Aerobiologia}, year = {2002}, volume = {18}, pages = {107--115}, doi = {10.1023/A:1020623724584} }
287	Wolf, J., Burgard, W. & Burkhardt, H.	Roburst Vision-based Localization for Mobile Robots Using an Image Retrieval System Based on Invariant Features [BibTeX]	2002	Proceedings of the IEEE Internatinal Conference on Robotics and Automation Washington D.C., USA	inproceedings		[PDF]
BibTeX: @inproceedings{wo:burg:bu:icra02, author = {J. Wolf and W. Burgard and H. Burkhardt}, title = {{R}oburst {V}ision-based {L}ocalization for {M}obile {R}obots {U}sing an {I}mage {R}etrieval {S}ystem {B}ased on {I}nvariant {F}eatures}, booktitle = {Proceedings of the IEEE Internatinal Conference on Robotics and Automation}, address = {Washington D.C., USA}, year = {2002} }
286	Cheng, D. & Burkhardt, H. Padet, C. & Burkhardt, H. (Eds.)	Automatic Bubble Nucleation Sites Indentification in an Image Sequence [BibTeX]	2002	Proceedings of Eurotherm 71 on Visualization, Imaging and Data Analysis In Convective Heat and Mass Transfer, LTM ? UTAP, Université de Reims Champagne Ardenne, France, October 28-30, 2002	inproceedings		[PDF]
BibTeX: @inproceedings{ch:bu:Eurotherm2002, author = {D. Cheng and H. Burkhardt}, title = {Automatic Bubble Nucleation Sites Indentification in an Image Sequence}, booktitle = {Proceedings of Eurotherm 71 on Visualization, Imaging and Data Analysis In Convective Heat and Mass Transfer, LTM ? UTAP, Universit{\'e} de Reims Champagne Ardenne, France, October 28-30, 2002}, editor = {C. Padet and H. Burkhardt}, publisher = { }, year = {2002}, pages = {351--358} }
285	Padet, C. & (edts.), H. B.	Proceedings of Eurotherm 71 on Visualization, Imaging and Data Analysis In Convective Heat and Mass Transfer, LTM, UTAP, Université de Reims Champagne Ardenne, France, October 28-30, 2002 [BibTeX]	2002		book
BibTeX: @book{pa:bu:Eurotherm2002, author = {C. Padet and H. Burkhardt (edts.)}, title = {Proceedings of Eurotherm 71 on Visualization, Imaging and Data Analysis In Convective Heat and Mass Transfer, LTM, UTAP, Universit{\'e} de Reims Champagne Ardenne, France, October 28-30, 2002}, year = {2002} }
284	Wolf, J., Burgard, W. & Burkhardt, H.	Using an Image Retrieval System for Vision-based Mobile Robot Localization [BibTeX]	2002	Proceedings of the International Conference on Image and Video Retrieval London, UK	inproceedings		[PDF]
BibTeX: @inproceedings{wo:burg:bu:civr02, author = {J. Wolf and W. Burgard and H. Burkhardt}, title = {{U}sing an {I}mage {R}etrieval {S}ystem for {V}ision-based {M}obile {R}obot {L}ocalization}, booktitle = {Proceedings of the International Conference on Image and Video Retrieval}, address = {London, UK}, year = {2002} }
283	Siggelkow, S. & Burkhardt, H.	Improvement of Histogram-Based Image Retrieval and Classification [BibTeX]	2002	Proceedings of the International Conference on Pattern Recognition Quebec, Canada	inproceedings		[PDF]
BibTeX: @inproceedings{sig:bu:ICPR02, author = {S. Siggelkow and H. Burkhardt}, title = {{I}mprovement of {H}istogram-{B}ased {I}mage {R}etrieval and {C}lassification}, booktitle = {Proceedings of the International Conference on Pattern Recognition}, address = {Quebec, Canada}, year = {2002}, volume = {3}, pages = {367--370} }
282	Haasdonk, B. & Keysers, D.	Tangent Distance Kernels for Support Vector Machines [Abstract] [BibTeX]	2002	Proceedings of the International Conference on Pattern Recognition Quebec, Canada	inproceedings		[PDF]
Abstract: When dealing with pattern recognition problems one encounters different types of a-priori knowledge. It is important to incorporate such knowledge into the classification method at hand. A very common type of a-priori knowledge is transformation invariance of the input data, e.g. geometric transformations of image-data like shifts, scaling etc. Distance based classification methods can make use of this by a modified distance measure called tangent distance [13, 14]. We introduce a new class of kernels for support vector machines which incorporate tangent distance and therefore are applicable in cases where such transformation invariances are known. We report experimental results which show that the performance of our method is comparable to other state-of-the-art methods, while problems of existing ones are avoided.
BibTeX: @inproceedings{ha:ke:icpr2002, author = {B. Haasdonk and D. Keysers}, title = {Tangent Distance Kernels for Support Vector Machines}, booktitle = {Proceedings of the International Conference on Pattern Recognition}, address = {Quebec, Canada}, year = {2002} }
281	Bahlmann, C., Haasdonk, B. & Burkhardt, H.	On-line Handwriting Recognition with Support Vector Machines---A Kernel Approach (Best Paper Award) [Abstract] [BibTeX]	2002	Proc. of the 8th IWFHR	inproceedings		[PDF]
Abstract: In this contribution we describe a novel classification approach for on-line handwriting recognition. The technique combines dynamic time warping (DTW) and support vector machines (SVMs) by establishing a new SVM kernel. We call this kernel Gaussian DTW (GDTW) kernel. This kernel approach has a main advantage over common HMM techniques. It does not assume a model for the generative class conditional densities. Instead, it directly addresses the problem of discrimination by creating class boundaries and thus is less sensitive to modeling assumptions. By incorporating DTW in the kernel function, general classification problems with variable-sized sequential data can be handled. In this respect the proposed method can be straightforwardly applied to all classification problems, where DTW gives a reasonable distance measure, e.g.~speech recognition or genome processing. We show experiments with this kernel approach on the UNIPEN handwriting data, achieving results comparable to an HMM-based technique.
BibTeX: @inproceedings{ba:ha:bu:iwfhr02, author = {C. Bahlmann and B. Haasdonk and H. Burkhardt}, title = {{On-line Handwriting Recognition with Support Vector Machines---A Kernel Approach}}, booktitle = {Proc. of the 8th IWFHR}, year = {2002}, pages = {49--54}, note = {Best Paper Award} }
280	Cheng, D. & Burkhardt, H.	Automatic Bubble Nucleation Sites Identification in an Image Sequence [BibTeX]	2002	Eurotherm Seminar 71, Visualization, Imaging And Data Analysis In Convective Heat And Mass Transfer Reims, France	inproceedings		[PDF]
BibTeX: @inproceedings{ch:bu:euro2002, author = {D. Cheng and H. Burkhardt}, title = {{A}utomatic {B}ubble {N}ucleation {S}ites {I}dentification in an {I}mage {S}equence}, booktitle = {Eurotherm Seminar 71, Visualization, Imaging And Data Analysis In Convective Heat And Mass Transfer}, address = {Reims, France}, year = {2002} }
279	Ronneberger, O., Burkhardt, H. & Schultz, E.	General-purpose Object Recognition in 3D Volume Data Sets using Gray-Scale Invariants -- Classification of Airborne Pollen-Grains Recorded with a Confocal Laser Scanning Microscope [Abstract] [BibTeX]	2002	Proceedings of the International Conference on Pattern Recognition Quebec, Canada	inproceedings	[DOI]	[PDF]
Abstract: A technique is described which may be employed to establish a fully automated system for recognition of airborne pollen. As the different pollen taxa have only marginal differences, a full 3D volume data set of the pollen grain was recorded with a confocal laser scanning microscope (LSM) at a voxel size of about $(0.2mu m)^3$. This represents an intrinsic and complete data set. 14 invariant gray-scale features based on an integration over the 3D Euclidian transformation group with nonlinear kernels were extracted from these volume data sets. The classification was done with support vector machines. The use of these general gray scale features allows to easily adapt the system to other objectives (e.g., pollen of a special area) or even other objects than pollen (e.g., spores, bacteria etc.) just by exchanging the reference data base. When using a reference data base with the 26 most important German pollen taxa (385 samples), the recognition rate is 92 With a special database for allergological purposes recognizing only Corylus, Alnus, Betula, Poaceae, Secale, Artemisia and ``allergological non-relevant'' the recognition rate is 97.4
BibTeX: @inproceedings{ro:etal:icpr2002, author = {O. Ronneberger and H. Burkhardt and E. Schultz}, title = {{General-purpose Object Recognition in 3D Volume Data Sets using Gray-Scale Invariants -- Classification of Airborne Pollen-Grains Recorded with a Confocal Laser Scanning Microscope}}, booktitle = {Proceedings of the International Conference on Pattern Recognition}, address = {Quebec, Canada}, year = {2002}, doi = {10.1109/ICPR.2002.1048297} }
278	Canterakis, N. Gool, L. V. (Eds.)	Analytic Reduction of the Kruppa Equations [BibTeX]	2002	Pattern Recognition, Proc. of the 24th DAGM Symposium LNCS Pattern Recognition	inproceedings		[PDF]
BibTeX: @inproceedings{cant:dagm02, author = {N. Canterakis}, title = {{A}nalytic {R}eduction of the {K}ruppa {E}quations}, booktitle = {Pattern Recognition, Proc. of the 24th {DAGM} {S}ymposium}, editor = {Luc Van Gool}, publisher = {Springer}, year = {2002}, series = {LNCS Pattern Recognition}, number = {2449}, pages = {591--599} }
277	Katsoulas, D. & Jaklic, A. Gool, L. V. (Eds.)	Fast Recovery of Piled Deformable Objects using Superquadrics [BibTeX]	2002	Pattern Recognition, Proc. of 24rd DAGM Symposium LNCS Pattern Recognition	inproceedings		[PDF]
BibTeX: @inproceedings{ka:ja:dagm2002, author = {D.~Katsoulas and A.~Jaklic}, title = {Fast Recovery of Piled Deformable Objects using Superquadrics}, booktitle = {Pattern Recognition, Proc. of 24rd {DAGM} {S}ymposium}, editor = {Luc Van Gool}, publisher = {Springer}, year = {2002}, series = {LNCS Pattern Recognition}, number = {2449}, pages = {174--181} }
276	Katsoulas, D., Bergen, L. & Tassakos, L.	A Versatile Depalletizer of Boxes based on Range Imagery [BibTeX]	2002	Proceedings of the IEEE International Conference on Robotics and Automation (ICRA-2002), Washington D.C.	inproceedings		[PDF]
BibTeX: @inproceedings{ka:be:ta:icra2002, author = {D.~Katsoulas and L.~Bergen and L.~Tassakos}, title = {A Versatile Depalletizer of Boxes based on Range Imagery}, booktitle = {Proceedings of the {IEEE} International Conference on Robotics and Automation ({ICRA}-2002), Washington D.C.}, publisher = {IEEE Robotics and Automation Society}, year = {2002}, pages = {4313--4319} }
275	Schael, M.	Invariant Texture Classification using Group Averaging with Relational Kernel Functions [BibTeX]	2002	Texture 2002 the 2nd international workshop on texture analysis and synthesis	inproceedings		[PDF]
BibTeX: @inproceedings{scha:Textur02, author = {M. Schael}, title = {{I}nvariant {T}exture {C}lassification using {G}roup {A}veraging with {R}elational {K}ernel {F}unctions}, booktitle = {Texture 2002 the 2nd international workshop on texture analysis and synthesis}, year = {2002}, pages = {129--134} }
274	Zhang, X.	Feature based 3D reconstruction of man-made scenes from images sequences. [BibTeX]	2002	School: Albert-Ludwigs-Universität Freiburg	phdthesis
BibTeX: @phdthesis{zha:diss, author = {X. Zhang}, title = {Feature based 3D reconstruction of man-made scenes from images sequences.}, school = {Albert-Ludwigs-Universit{\"a}t Freiburg}, year = {2002} }
273	Sandrock, M., Cheng, D., Schmitz, D. & Schmidt-Trucksäss, A.	Quantification of the wall inhomogeneity in B-mod sonographic images of the carotid artery [BibTeX]	2002	Journal of Ultrasound Med.	article
BibTeX: @article{san:ch:sch:sch-tru:jum02, author = {M. Sandrock and D. Cheng and D. Schmitz and A.~Schmidt-Trucks{\"a}ss}, title = {Quantification of the wall inhomogeneity in B-mod sonographic images of the carotid artery}, journal = {Journal of Ultrasound Med.}, year = {2002}, volume = {21}, pages = {1395--1404} }
272	Cheng, D., Schmidt-Trucksäss, A., Cheng, K. & Burkhardt, H.	Using snakes to detect the intimal and adventitial layers of the common carotid artery wall in sonographic images [BibTeX]	2002	Computer Methods and Programs in Biomedicine	article		[PDF]
BibTeX: @article{ch:sc:ch:bu:cmpb02, author = {D.~Cheng and A.~Schmidt-Trucks{\"a}ss and K.~Cheng and H.~Burkhardt}, title = {Using snakes to detect the intimal and adventitial layers of the common carotid artery wall in sonographic images}, journal = {Computer Methods and Programs in Biomedicine}, year = {2002}, volume = {67}, pages = {27--37} }
271	Rahmann, S. & Canterakis, N.	Reconstruction of Specular Surfaces using Polarization Imaging [BibTeX]	2001	CVPR'01 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Hawaii, December 9--14, 2001) Hawaii	inproceedings		[Postscript]
BibTeX: @inproceedings{ra:cant:cvpr2001, author = {S. Rahmann and N. Canterakis}, title = {Reconstruction of Specular Surfaces using Polarization Imaging}, booktitle = {{CVPR}'01 ({IEEE} Computer Society Conference on Computer Vision and Pattern Recognition, Hawaii, December 9--14, 2001)}, publisher = {IEEE Computer Society Press}, address = {Hawaii}, year = {2001}, volume = {I}, pages = {149--155} }
270	Cheng, D. & Burkhardt, H.	Tracking Bubbles in High Speed Image Sequences [BibTeX]	2001	International Institute of Refrigeration Commission B1,Thermophysical Properties and Transfer Processes of New Refrigerants Paderborn, Germany	inproceedings		[Postscript]
BibTeX: @inproceedings{ch:bu:iifiir2001, author = {D. Cheng and H. Burkhardt}, title = {Tracking {B}ubbles in {H}igh {S}peed {I}mage {S}equences}, booktitle = {International Institute of Refrigeration Commission B1,Thermophysical Properties and Transfer Processes of New Refrigerants}, address = {Paderborn, Germany}, year = {2001} }
269	Schael, M. & Burkhardt, H.	Methoden zur adaptiven Extraktion invarianter Merkmale aus Grauwertbildern und deren Anwendung in der Sichtprüfung [BibTeX]	2001	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport
BibTeX: @techreport{bu:fb01, author = {M. Schael and H. Burkhardt}, title = {{M}ethoden zur adaptiven {E}xtraktion invarianter {M}erkmale aus {G}rauwertbildern und deren {A}nwendung in der {S}ichtpr{\"u}fung}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {2001} }
268	Schmidt-Trucksäss, A., Cheng, D.-C., Sandrock, M., Schulte-Mönting, J., Rauramaa, R., Huonker, M. & Burkhardt, H.	Computerized analysing system using the active contour in ultrosound measurement of carotid catery intima-media thickness [BibTeX]	2001	Clinical Physiology	article		[Postscript]
BibTeX: @article{sch:ch:san:sch:rau:huo:bu:cp01, author = {A. Schmidt-Trucks{\"a}ss and D.-C. Cheng and M. Sandrock and J. Schulte-M{\"o}nting and R. Rauramaa and M. Huonker and and H. Burkhardt}, title = {Computerized analysing system using the active contour in ultrosound measurement of carotid catery intima-media thickness}, journal = {Clinical Physiology}, year = {2001}, volume = {21}, number = {5}, pages = {561--569} }
267	Katsoulas, D. & Bergen, L. Radig, B. & Florczyk, S. (Eds.)	Efficient 3D Vertex Detection in Range Images Acquired with a Laser Sensor [BibTeX]	2001	Pattern Recognition, Proc. of 23rd DAGM Symposium LNCS Pattern Recognition	inproceedings		[Postscript]
BibTeX: @inproceedings{ka:be:dagm01, author = {D. Katsoulas and L. Bergen}, title = {Efficient 3{D} Vertex Detection in Range Images Acquired with a Laser Sensor}, booktitle = {Pattern Recognition, Proc. of 23rd {DAGM} {S}ymposium}, editor = {B. Radig and S. Florczyk}, publisher = {Springer}, year = {2001}, series = {LNCS Pattern Recognition}, number = {2191}, pages = {116--123} }
266	Siggelkow, S., Schael, M. & Burkhardt, H. Radig, B. & Florczyk, S. (Eds.)	SIMBA - Search IMages By Appearance (DAGM-Award) [BibTeX]	2001	Pattern Recognition, Proc. of 23rd DAGM Symposium LNCS Pattern Recognition	inproceedings		[Postscript]
BibTeX: @inproceedings{sig:scha:bu:dagm01, author = {S. Siggelkow and M. Schael and H. Burkhardt}, title = {{SIMBA} - {S}earch {IM}ages {B}y {A}ppearance}, booktitle = {Pattern Recognition, Proc. of 23rd {DAGM} {S}ymposium}, editor = {B. Radig and S. Florczyk}, publisher = {Springer}, year = {2001}, series = {LNCS Pattern Recognition}, number = {2191}, pages = {9--16}, note = {DAGM-Award} }
265	Schael, M. Radig, B. & Florczyk, S. (Eds.)	Texture Defect Detection Using Invariant Textural Features [BibTeX]	2001	Pattern Recognition, Proc. of 23rd DAGM Symposium LNCS Pattern Recognition	inproceedings		[Postscript]
BibTeX: @inproceedings{scha:dagm01, author = {M. Schael}, title = {Texture Defect Detection Using Invariant Textural Features}, booktitle = {Pattern Recognition, Proc. of 23rd {DAGM} {S}ymposium}, editor = {B. Radig and S. Florczyk}, publisher = {Springer}, year = {2001}, series = {LNCS Pattern Recognition}, number = {2191}, pages = {17--24} }
264	Bahlmann, C. & Burkhardt, H.	Measuring HMM Similarity with the Bayes Probability of Error and its Application to Online Handwriting Recognition [BibTeX]	2001	Sixth International Conference on Document Analysis and Recognition Seattle, Washington, USA	inproceedings		[PDF]
BibTeX: @inproceedings{ba:bu:icdar01, author = {C. Bahlmann and H. Burkhardt}, title = {Measuring {HMM} Similarity with the Bayes Probability of Error and its Application to Online Handwriting Recognition}, booktitle = {Sixth International Conference on Document Analysis and Recognition}, address = {Seattle, Washington, USA}, year = {2001}, pages = {406--411} }
263	Burkhardt, H. & Siggelkow, S. Kotropoulos, C. & Pitas, I. (Eds.)	Invariant Features in Pattern Recognition -- Fundamentals and Applications [BibTeX]	2001	Nonlinear Model-Based Image/Video Processing and Analysis	inproceedings
BibTeX: @inproceedings{bu:sig:noblessebook2000, author = {H. Burkhardt and S. Siggelkow}, title = {Invariant Features in Pattern Recognition -- Fundamentals and Applications}, booktitle = {{Nonlinear Model-Based Image/Video Processing and Analysis}}, editor = {C.~ Kotropoulos and I.~Pitas}, publisher = {John Wiley \& Sons}, year = {2001}, pages = {269--307} }
262	Veltkamp, R., Burkhardt, H. & Kriegel, H.-P.	State-of-the-Art in Content-Based Image and Video Retrieval [BibTeX]	2001	Computational Imaging and Vision	book
BibTeX: @book{bu:krie:velt:dagstuhl2001, author = {R. Veltkamp and H. Burkhardt and H.-P. Kriegel}, title = {State-of-the-Art in Content-Based Image and Video Retrieval}, publisher = {Kluwer Academic Publishers}, year = {2001}, series = {Computational Imaging and Vision} }
261	Siggelkow, S. & Burkhardt, H.	Fast invariant feature extraction for image retrieval [BibTeX]	2001	Computational Imaging and Vision 22	inbook
BibTeX: @inbook{sig:bu:dagstuhl2001, author = {S. Siggelkow and H. Burkhardt}, title = {Fast invariant feature extraction for image retrieval}, publisher = {Kluwer Academic Publishers}, year = {2001}, series = {Computational Imaging and Vision}, volume = {22}, pages = {43--68} }
260	Herzner, W., Nölle, M., Wender, B., Laure, E. & Siggelkow, S.	Towards a Universal Content-Based Image and Video Retrieval System (Accepted for presentation) [BibTeX]	2001	Proceedings of the International Conference on Intelligent Multimedia and the Distance Education Conference Fargo, North Dakota, USA	inproceedings
BibTeX: @inproceedings{herzner:etal:icimade2001, author = {W. Herzner and M. N{\"o}lle and B. Wender and E. Laure and S. Siggelkow}, title = {Towards a Universal Content-Based Image and Video Retrieval System}, booktitle = {Proceedings of the International Conference on Intelligent Multimedia and the Distance Education Conference}, address = {Fargo, North Dakota, USA}, year = {2001}, note = {Accepted for presentation} }
259	Katsoulas, D. K. & Kosmopoulos, D. I.	An Efficient Depalletizing System based on 2D Range Imagery [BibTeX]	2001	Proceedings of the IEEE International Conference on Robotics and Automation (ICRA-2001), Seoul, Korea	inproceedings
BibTeX: @inproceedings{ka:ko:icra01, author = {D. K. Katsoulas and D. I. Kosmopoulos}, title = {An Efficient Depalletizing System based on 2{D} Range Imagery}, booktitle = {Proceedings of the {IEEE} International Conference on Robotics and Automation ({ICRA}-2001), Seoul, Korea}, publisher = {IEEE Robotics and Automation Society}, year = {2001}, pages = {305--312} }
258	Cheng, D. & Burkhardt, H.	Bubble Recognition from Image Sequences [BibTeX]	2001	Inverse problems and experimental design in thermal and mechanical engineering, Eurotherm Seminar 68 Poitiers, France	inproceedings		[Postscript]
BibTeX: @inproceedings{ch:bu:euro01, author = {D. Cheng and H. Burkhardt}, title = {Bubble {R}ecognition from {I}mage {S}equences}, booktitle = {Inverse problems and experimental design in thermal and mechanical engineering, Eurotherm Seminar 68}, address = {Poitiers, France}, year = {2001} }
257	Schael, M.	Invariant Grey Scale Features for Texture Analysis based on Group Averaging with Relational Kernel Functions [BibTeX]	2001	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{scha:ib0101, author = {M. Schael}, title = {Invariant Grey Scale Features for Texture Analysis based on Group Averaging with Relational Kernel Functions}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {2001}, number = {1/01} }
256	Ronneberger, O., Heimann, U., Dietze, V., Schultz, E., H.Burkhardt & R.Gehrig	Automated pollen recognition using gray scale invariants on 3D volume image data [Abstract] [BibTeX]	2000	2nd European Symposium on Aerobiology Vienna - Austria	inproceedings	[URL]
Abstract: Purpose: Conventional pollen counting and identification by human inspection is still a difficult and time-consuming work. The goal of this study is the development of a technique for automated pollen recognition. Furthermore, this technique may be integrated into a pollen trap to achieve real-time measurement of the pollen concentration. Methods: In order to provide equal information as required for human pollen inspection, images from several focus planes were used and combined into a 3D volume image. According data were generated by confocal laser scanning microscopy (LSM) and by conventional fluorescence microscopy with subsequent deconvolution. The pollen classifier was trained with orientation-invariant "finger-prints", which were directly extracted from the gray scale data of LSM volume images. This general approach does not require any special preprocessing, such as edge-detection or segmentation. Results: The fluorescence microscopy allows to separate the biogenic material from other dust particles without staining techniques. Deconvoluted 3D volume images from conventional microscopy seem to provide same information as expensive LSM images. In a first run with a set of seven different pollen species (acer, betula, taxus, alnus, chenopodium, carpinus and corylus) the recognition rate of the classificator was 82%. This recognition rate is expected to increase by employing more sophisticated variants of these algorithms even if more species are included. Conclusion: At the present time, it seems to be possible to automatically identify allergy related pollen grains on 3D images by a computer based recognition technique. Further work will focus on the verification of the preliminary results, and an optimized technique, e.g., by reducing time for data acquisition and processing.
BibTeX: @inproceedings{ro:auro00, author = {O. Ronneberger and U. Heimann and V. Dietze and E. Schultz and H.Burkhardt and R.Gehrig}, title = {Automated pollen recognition using gray scale invariants on 3D volume image data}, booktitle = {2nd European Symposium on Aerobiology}, address = {Vienna - Austria}, year = {2000}, url = {http://web.archive.org/web/20010203153900/betula.hno.akh-wien.ac.at/s2000/abstracts.html} }
255	Schael, M. & Burkhardt, H. Pietikäinen, M. K. (Eds.)	Automatic Detection of Errors on Textures Using Invariant Grey Scale Features and Polynomial Classifiers [BibTeX]	2000	Texture Analysis in Machine Vision Machine Perception and Artificial Intelligence 40	inproceedings
BibTeX: @inproceedings{scha:bu:mpai00, author = {M. Schael and H. Burkhardt}, title = {Automatic Detection of Errors on Textures Using Invariant Grey Scale Features and Polynomial Classifiers}, booktitle = {Texture Analysis in Machine Vision}, editor = {M.~K.~Pietik{\"a}inen}, publisher = {World Scientific}, year = {2000}, series = {Machine Perception and Artificial Intelligence}, volume = {40}, pages = {219--230} }
254	Rahmann, S.	Polarization images: a geometric interpretation for shape analysis [BibTeX]	2000	Proceedings of the International Conference on Pattern Recognition Barcelona, Spain	inproceedings		[Postscript]
BibTeX: @inproceedings{ra:icpr2000, author = {S. Rahmann}, title = {Polarization images: a geometric interpretation for shape analysis}, booktitle = {Proceedings of the International Conference on Pattern Recognition}, address = {Barcelona, Spain}, year = {2000} }
253	Zhang, X.-F. & Burkhardt, H.	Grouping Edge Points into Line Segments by Sequential Hough Transformation [BibTeX]	2000	Proceedings of the International Conference on Pattern Recognition Barcelona, Spain	inproceedings		[Postscript]
BibTeX: @inproceedings{xfz:bu:icpr2000, author = {X.-F. Zhang and H. Burkhardt}, title = {{Grouping Edge Points into Line Segments by Sequential Hough Transformation}}, booktitle = {Proceedings of the International Conference on Pattern Recognition}, address = {Barcelona, Spain}, year = {2000} }
252	Schael, M. & Siggelkow, S.	Invariant Grey-scale Features for 3D Sensor-data [BibTeX]	2000	Proceedings of the International Conference on Pattern Recognition Barcelona, Spain	inproceedings		[Postscript]
BibTeX: @inproceedings{scha:sig:icpr2000, author = {M. Schael and S. Siggelkow}, title = {Invariant Grey-scale Features for 3{D} Sensor-data}, booktitle = {Proceedings of the International Conference on Pattern Recognition}, address = {Barcelona, Spain}, year = {2000}, volume = {2}, pages = {531--535} }
251	Heine, W., Sekoulov, I., Burkhardt, H. & Behrendt, J.	Bulking sludge treatment by microscopic observation and mechanical treatment [BibTeX]	2000	Proceedings of the First World Congress of the International Water Assosoation (IWA) Paris, France	inproceedings		[Postscript]
BibTeX: @inproceedings{heine:etal:iwa2000, author = {W. Heine and I. Sekoulov and H. Burkhardt and J. Behrendt}, title = {Bulking sludge treatment by microscopic observation and mechanical treatment}, booktitle = {Proceedings of the First World Congress of the International Water Assosoation (IWA)}, address = {Paris, France}, year = {2000} }
250	Bergen, L. & Meyer, F.	A Novel Approach to Depth Ordering in Monocular Image Sequences [BibTeX]	2000	CVPR'00 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, June 13--15, 2000) Hilton Head Island, SC	inproceedings		[Postscript]
BibTeX: @inproceedings{be:me:cvpr2000, author = {L. Bergen and F. Meyer}, title = {A Novel Approach to Depth Ordering in Monocular Image Sequences}, booktitle = {{CVPR}'00 ({IEEE} Computer Society Conference on Computer Vision and Pattern Recognition, Hilton Head Island, {SC}, June 13--15, 2000)}, publisher = {IEEE Computer Society Press}, address = {Hilton Head Island, SC}, year = {2000}, volume = {2}, pages = {536--541} }
249	Canterakis, N. Vernon, D. (Eds.)	A Minimal Set of Constraints for the Trifocal Tensor (Best paper award) [BibTeX]	2000	Proceedings of the 6th European Conference on Computer Vision, ECCV 2000, Dublin, Ireland Lecture notes in computer science 1842--1843	inproceedings		[Postscript]
BibTeX: @inproceedings{cant:eccv2000, author = {N. Canterakis}, title = {A Minimal Set of Constraints for the Trifocal Tensor}, booktitle = {Proceedings of the 6th European Conference on Computer Vision, ECCV 2000, Dublin, Ireland}, editor = {David Vernon}, publisher = {Springer-Verlag}, year = {2000}, series = {Lecture notes in computer science}, volume = {1842--1843}, pages = {84--99}, note = {Best paper award} }
248	Bieniek, A.	Divide-and-Conquer Parallelisation Methods for Digital Image Processing Algorithms (Ersch. als Fortschrittbericht (Reihe 10, Nr. 649) der VDI-Zeitschriften, VDI-Verlag) [BibTeX]	2000	School: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	phdthesis
BibTeX: @phdthesis{bi:diss, author = {A. Bieniek}, title = {Divide-and-Conquer Parallelisation Methods for Digital Image Processing Algorithms}, school = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {2000}, note = {Ersch. als Fortschrittbericht (Reihe 10, Nr. 649) der VDI-Zeitschriften, VDI-Verlag} }
247	Zhang, X.-F., Cheng, D. & Burkhardt, H.	Relating Image Points of 3D Coplanar Point Grids with 2D-Labeling [BibTeX]	2000	International Conference on Computer Vision, Pattern Recognition and Image Processing Atlantic City, USA	inproceedings		[Postscript]
BibTeX: @inproceedings{xfz:ch:bu:cvprip2000, author = {X.-F. Zhang and D. Cheng and H. Burkhardt}, title = {Relating Image Points of 3{D} Coplanar Point Grids with 2{D}-Labeling}, booktitle = {International Conference on Computer Vision, Pattern Recognition and Image Processing}, address = {Atlantic City, USA}, year = {2000} }
246	Zhang, X.-F. & Burkhardt, H.	On Shooting Image Sequences for 3D Reconstruction: Stategies and Evaluation [BibTeX]	2000	Fourth Asian Conference on Computer Vision Taipei, Taiwan	inproceedings		[Postscript]
BibTeX: @inproceedings{xfz:bu:accv2000, author = {X.-F. Zhang and H. Burkhardt}, title = {On Shooting Image Sequences for 3{D} Reconstruction: Stategies and Evaluation}, booktitle = {Fourth Asian Conference on Computer Vision}, address = {Taipei, Taiwan}, year = {2000}, pages = {169--174} }
245	Cheng, D., Pu, Q., Cheng, K. S. & Burkhardt, H.	Possibilistic Hopfield Neural Network on CT Brain Hemorrhage Image Segmentation [BibTeX]	2000	Fourth Asian Conference on Computer Vision Taipei, Taiwan	inproceedings		[Postscript]
BibTeX: @inproceedings{ch:pu:ch:bu:accv2000, author = {D.~Cheng and Q.~Pu and K. S.~Cheng and H.~Burkhardt}, title = {{Possibilistic Hopfield Neural Network on {CT} Brain Hemorrhage Image Segmentation}}, booktitle = {Fourth Asian Conference on Computer Vision}, address = {Taipei, Taiwan}, year = {2000}, pages = {871--876} }
244	Heine, W., Sekoulov, I., Burkhardt, H. & Behrendt, J.	Biologische Blähschlammbekämpfung mittels Früherkennung fadenförmiger Mikroorganismen durch mikroskopische Überwachung und frühzeitige mechanische Behandlung [BibTeX]	1999	Tagungsband der 12. Fachtagung zur Weitergehenden Abwasserreinigung als Beitrag zum Schutz von Nord- und Ostsee Travemnde, Germany	inproceedings		[Postscript]
BibTeX: @inproceedings{heine:etal:abw1999, author = {W. Heine and I. Sekoulov and H. Burkhardt and J. Behrendt}, title = {Biologische {B}l{\"a}hschlammbek{\"a}mpfung mittels {F}r{\"u}herkennung fadenf{\"o}rmiger {M}ikroorganismen durch mikroskopische {{\"U}}berwachung und fr{\"u}hzeitige mechanische {B}ehandlung}, booktitle = {Tagungsband der 12. Fachtagung zur Weitergehenden Abwasserreinigung als Beitrag zum Schutz von Nord- und Ostsee}, address = {Travemnde, Germany}, year = {1999} }
243	Zhang, X.-F.	Grouping edge points into line segments by sequential Hough Transformation [BibTeX]	1999	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{xfz:ib0199, author = {X.-F. Zhang}, title = {Grouping edge points into line segments by sequential Hough Transformation}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1999}, number = {1/99} }
242	Heine, W., Sekoulov, I., Burkhardt, H. & Behrendt, J.	Mikroskopische Betrachtung der Blähschlammbildung und Maßnahmen zur Bekämpfung in Belebungsanlagen [BibTeX]	1999	Tagungsband des 4. GVC-Kongreß: Verfahrenstechnik der Abwasser- und Schlammbehandlung -additive und prozeßintegrierte Maßnahmen Bremen, Germany	inproceedings		[Postscript]
BibTeX: @inproceedings{heine:etal:gvc1999, author = {W. Heine and I. Sekoulov and H. Burkhardt and J. Behrendt}, title = {Mikroskopische {B}etrachtung der {B}l{\"a}hschlammbildung und {M}a{\ss}nahmen zur {B}ek{\"a}mpfung in {B}elebungsanlagen}, booktitle = {Tagungsband des 4. GVC-Kongre{\ss}: Verfahrenstechnik der Abwasser- und Schlammbehandlung -additive und proze{\ss}integrierte Ma{\ss}nahmen}, address = {Bremen, Germany}, year = {1999} }
241	Siggelkow, S. & Schael, M. Förstner, W., Buhmann, J. M., Faber, A. & Faber, P. (Eds.)	Fast estimation of invariant features (DAGM-Preis) [BibTeX]	1999	Mustererkennung, DAGM 1999 Informatik aktuell Bonn	inproceedings		[Postscript]
BibTeX: @inproceedings{sig:scha:dagm99, author = {S. Siggelkow and M. Schael}, title = {Fast estimation of invariant features}, booktitle = {Mustererkennung, DAGM 1999}, editor = {W. F{\"o}rstner and J. M. Buhmann and A. Faber and P. Faber}, publisher = {Springer}, address = {Bonn}, year = {1999}, series = {Informatik aktuell}, pages = {181--188}, note = {DAGM-Preis} }
240	Cheng, D., Schmidt-Trucksäss, A., Cheng, K., Sandrock, M. & Burkhardt, H.	Automatic Detection of the Intimal and the Adventitial Layers of the Common Carotid Artery Wall in Ultrasound B-Mode Images Using Snakes [BibTeX]	1999	10th International Conference on Image Analysis and Processing Venice, Italy	inproceedings		[Postscript]
BibTeX: @inproceedings{ch:sc:ch:sa:bu:iciap99, author = {D.~Cheng and A.~Schmidt-Trucks{\"a}ss and K.~Cheng and M.~Sandrock and H.~Burkhardt}, title = {Automatic Detection of the Intimal and the Adventitial Layers of the Common Carotid Artery Wall in Ultrasound {B}-Mode Images Using Snakes}, booktitle = {10th International Conference on Image Analysis and Processing}, address = {Venice, Italy}, year = {1999} }
239	Canterakis, N.	3D Zernike Moments and Zernike Affine Invariants for 3D Image Analysis and Recognition [BibTeX]	1999	11th Scandinavian Conf. on Image Analysis Kangerlussuaq, Greenland	inproceedings		[Postscript]
BibTeX: @inproceedings{cant:scia99, author = {N. Canterakis}, title = {3{D} Zernike Moments and Zernike Affine Invariants for 3{D} Image Analysis and Recognition}, booktitle = {11th Scandinavian Conf. on Image Analysis}, address = {Kangerlussuaq, Greenland}, year = {1999} }
238	Bahlmann, C., Heidemann, G. & Ritter, H.	Artificial Neural Networks for Automated Quality Control of Textile Seams [BibTeX]	1999	Pattern Recognition	article		[PDF]
BibTeX: @article{ba:he:ri:pr99, author = {C. Bahlmann and G. Heidemann and H. Ritter}, title = {Artificial Neural Networks for Automated Quality Control of Textile Seams}, journal = {Pattern Recognition}, year = {1999}, volume = {32}, number = {6}, pages = {1049--1060} }
237	Luo, A., Zhang, X.-F., Tao, W. & Burkhardt, H.	Recognition of Artificial 3-D Landmarks from Depth and Color --- a first Prototype of Electronic Glasses for Blind People [BibTeX]	1999	11th Scandinavian Conf. on Image Analysis Kangerlussuaq, Greenland	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:tao:bu:scia99, author = {A. Luo and X.-F. Zhang and W. Tao and H. Burkhardt}, title = {Recognition of Artificial 3-{D} Landmarks from Depth and Color --- a first Prototype of Electronic Glasses for Blind People}, booktitle = {11th Scandinavian Conf. on Image Analysis}, address = {Kangerlussuaq, Greenland}, year = {1999} }
236	Rahmann, S.	Inferring 3D scene structure from a single polarization image [BibTeX]	1999	Conference on Polarization and Color Techniques in Industrial Inspection SPIE Proceedings 3826 Mnchen	inproceedings		[Postscript]
BibTeX: @inproceedings{ra:SPIE99, author = {S. Rahmann}, title = {Inferring 3{D} scene structure from a single polarization image}, booktitle = {Conference on Polarization and Color Techniques in Industrial Inspection}, address = {Mnchen}, year = {1999}, series = {SPIE Proceedings}, volume = {3826} }
235	Heine, W., Sekoulov, I., Burkhardt, H. & Behrendt, J.	Das digitale mikroskopische Belebtschlammflockenbild -Ein Parameter zur Regelung von Belebungsanlagen [BibTeX]	1999	Tagungsband der DECHEMA/GVC-Tagung: Wechselwirkung zwischen Biologie und Proze�ührung Erfurt, Germany	inproceedings		[Postscript]
BibTeX: @inproceedings{heine:etal:dechemagvc1999, author = {W. Heine and I. Sekoulov and H. Burkhardt and J. Behrendt}, title = {Das digitale mikroskopische {B}elebtschlammflockenbild -{E}in {P}arameter zur {R}egelung von {B}elebungsanlagen}, booktitle = {Tagungsband der DECHEMA/GVC-Tagung: Wechselwirkung zwischen Biologie und Proze�{\"u}hrung}, address = {Erfurt, Germany}, year = {1999} }
234	Schreiber, G.	Modulare Parallelisierung von Algorithmen der digitalen Bildverarbeitung [BibTeX]	1999	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{schr:diss, author = {G. Schreiber}, title = {Modulare Parallelisierung von Algorithmen der digitalen Bildverarbeitung}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1999} }
233	Schael, M.	Invariant Greyscale Features for 3D Sensordata [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{scha:ib0998, author = {M. Schael}, title = {Invariant Greyscale Features for 3{D} Sensordata}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {9/98} }
232	Schael, M. & Burkhardt, H. Pietikäinen, M. & Kauppinen, H. (Eds.)	Automatic Detection of Errors on Textures Using Invariant Grey Scale Features and Polynomial Classifiers [BibTeX]	1999	Workshop on Texture Analysis in Machine Vision Oulu, Finland	inproceedings		[Postscript]
BibTeX: @inproceedings{scha:bu:wtamv99, author = {M. Schael and H. Burkhardt}, title = {Automatic Detection of Errors on Textures Using Invariant Grey Scale Features and Polynomial Classifiers}, booktitle = {Workshop on Texture Analysis in Machine Vision}, editor = {M. Pietik{\"a}inen and H. Kauppinen}, address = {Oulu, Finland}, year = {1999}, pages = {45--51} }
231	Bieniek, A. & Moga, A.	An Efficient Watershed Algorithm Based on Connected Components [BibTeX]	2000	Pattern Recognition	article
BibTeX: @article{bi:mo:pr99, author = {A. Bieniek and A. Moga}, title = {An Efficient Watershed Algorithm Based on Connected Components}, journal = {Pattern Recognition}, year = {2000}, volume = {33}, number = {6}, pages = {907--916} }
230	Moga, A. Zinterhof, P., Vaytersic, M. & Uhl, A. (Eds.)	Parallel Multiresolution Image Segmentation with Watershed Transformation [BibTeX]	1999	Parallel Computation: Proceedings of the 4th International Conference of the Austrian Center for Parallel Computation ACPC'99 Salzburg	inproceedings
BibTeX: @inproceedings{mo:acpc99, author = {A. Moga}, title = {Parallel Multiresolution Image Segmentation with Watershed Transformation}, booktitle = {Parallel Computation: Proceedings of the 4th International Conference of the Austrian Center for Parallel Computation ACPC'99}, editor = {P.~Zinterhof and M.~Vaytersic and A.~Uhl}, publisher = {Lecture Notes in Computer Science, Springer}, address = {Salzburg}, year = {1999}, pages = {226--235} }
229	Moga, A., Bieniek, A. & Burkhardt, H. Krause, E. & Jäger, W. (Eds.)	PISA-Parallel Image Segmentation Algorithms [BibTeX]	1998	High Performance Computing in Science and Engineering '98	inproceedings
BibTeX: @inproceedings{mo:bi:bu:hlrs98, author = {A. Moga and A. Bieniek and H. Burkhardt}, title = {{PISA-Parallel Image Segmentation Algorithms}}, booktitle = {High Performance Computing in Science and Engineering '98}, editor = {E.~Krause and W.~J{\"a}ger}, publisher = {Springer}, year = {1998}, pages = {410--420} }
228	Schael, M. & Siggelkow, S.	Sensitivity and Correlation Analysis for the Construction of Invariant Grey-Scale Features [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{scha:sig:ib0898, author = {M. Schael and S. Siggelkow}, title = {Sensitivity and Correlation Analysis for the Construction of Invariant Grey-Scale Features}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {8/98} }
227	Moga, A., Cramariuc, B. & Gabbouj, M.	Parallel Watershed Transformation Algorithms for Image Segmentation (Full text paper can be viewed and printed from the ContentsDirect web of the Elsevier Science at http://www.elsevier.nl or) [BibTeX]	1998	Parallel Computing	article
BibTeX: @article{mo:ga:parco98, author = {A.~Moga and B.~Cramariuc and M.~Gabbouj}, title = {Parallel Watershed Transformation Algorithms for Image Segmentation}, journal = {Parallel Computing}, year = {1998}, volume = {24}, number = {14}, pages = {1981--2001}, note = {Full text paper can be viewed and printed from the ContentsDirect web of the Elsevier Science at http://www.elsevier.nl or} }
226	Kröner, S., Nölle, M. & Schreiber, G.	Parallelization of SINNs for Shift and Rotation Invariant Pattern Recognition [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{kroen:noe:schr:ib0498, author = {S. Kr{\"o}ner and M. N{\"o}lle and G. Schreiber}, title = {{Parallelization of SINNs for Shift and Rotation Invariant Pattern Recognition}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {4/98} }
225	Burkhardt, H. (Eds.)	Workshop on Texture Analysis [BibTeX]	1998	Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	proceedings	[URL]
BibTeX: @proceedings{bu:wta98, title = {Workshop on Texture Analysis}, editor = {H. Burkhardt}, address = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, url = {http://www.informatik.uni-freiburg.de/~lmb/research/wta98-proc/index.html} }
224	Siggelkow, S. & Burkhardt, H.	Invariant Feature Histograms for Texture Classification [BibTeX]	1998	Proceedings of the 1998 Joint Conference on Information Sciences (JCIS'98) Research Triangle Park, North Carolina, USA	inproceedings		[Postscript]
BibTeX: @inproceedings{sig:bu:cvprip98, author = {S. Siggelkow and H. Burkhardt}, title = {Invariant Feature Histograms for Texture Classification}, booktitle = {Proceedings of the 1998 Joint Conference on Information Sciences (JCIS'98)}, address = {Research Triangle Park, North Carolina, USA}, year = {1998} }
223	Zhang, X.-F.	Algorithm for the labeling of deformed point-grid in the image of camera calibration pattern [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{xfz:ib0798, author = {X.-F. Zhang}, title = {{Algorithm for the labeling of deformed point-grid in the image of camera calibration pattern}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {7/98} }
222	Siggelkow, S. & Burkhardt, H.	Image Retrieval based on Local Invariant Features [BibTeX]	1998	Proceedings of the IASTED International Conference on Signal and Image Processing (SIP) 1998 IASTED Las Vegas, Nevada, USA	inproceedings		[Postscript]
BibTeX: @inproceedings{sig:bu:sip98, author = {S. Siggelkow and H. Burkhardt}, title = {Image Retrieval based on Local Invariant Features}, booktitle = {Proceedings of the IASTED International Conference on Signal and Image Processing (SIP) 1998}, organization = {IASTED}, address = {Las Vegas, Nevada, USA}, year = {1998}, pages = {369--373} }
221	Schael, M. & Burkhardt, H. Burkhardt, H. (Eds.)	Error Detection on Textures Using Invariant Grey-Scale Features [BibTeX]	1998	Workshop on Texture Analysis 1998	inproceedings		[Postscript]
BibTeX: @inproceedings{scha:bu:wta98, author = {M. Schael and H. Burkhardt}, title = {Error Detection on Textures Using Invariant Grey-Scale Features}, booktitle = {Workshop on Texture Analysis 1998}, editor = {H. Burkhardt}, publisher = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, pages = {165--179} }
220	Kröner, S. & Burkhardt, H.	A Structured Neural Network for Shift and Rotation Invariant Pattern Recognition [BibTeX]	1998	Proceedings of the International ICSC/IFAC Symposium on Neural Computation 1998 Wien	inproceedings
BibTeX: @inproceedings{kroen:bu:nc98, author = {S. Kr{\"o}ner and H. Burkhardt}, title = {{A Structured Neural Network for Shift and Rotation Invariant Pattern Recognition}}, booktitle = {Proceedings of the International ICSC/IFAC Symposium on Neural Computation 1998}, address = {Wien}, year = {1998} }
219	Zhang, X.-F.	Handbook for the use of the Labmate-Robot [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{xfz:ib0698, author = {X.-F. Zhang}, title = {{Handbook for the use of the Labmate-Robot}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {6/98} }
218	Kröner, S., Nölle, M. & Schreiber, G.	Parallelization of SINNs for Shift and Rotation Invariant Pattern Recognition [BibTeX]	1998	Proceedings of the International ICSC/IFAC Symposium on Neural Computation 1998 Wien	inproceedings		[Postscript]
BibTeX: @inproceedings{kroen:noe:schr:nc98, author = {S. Kr{\"o}ner and M. N{\"o}lle and G. Schreiber}, title = {{Parallelization of SINNs for Shift and Rotation Invariant Pattern Recognition}}, booktitle = {Proceedings of the International ICSC/IFAC Symposium on Neural Computation 1998}, address = {Wien}, year = {1998} }
217	Lackermeier, U., Rudnick, C., Werther, J., Bredebusch, A. & Burkhardt, H. Carlomagno, G. M. & Grant, I. (Eds.)	Visualisation of flow phenomena inside highly concentrated gas-solid flows by means of laser sheets [BibTeX]	1998	CD-ROM Proceedings of the 8th International Symposium on Flow Visualisation Sorrento	inproceedings		[Postscript]
BibTeX: @inproceedings{bre:bu:8isfv98:2, author = {U.~Lackermeier and C.~Rudnick and J.~Werther and A.~Bredebusch and H.~Burkhardt}, title = {Visualisation of flow phenomena inside highly concentrated gas-solid flows by means of laser sheets}, booktitle = {CD-ROM Proceedings of the 8th International Symposium on Flow Visualisation}, editor = {G.~M.~Carlomagno and I.~Grant}, address = {Sorrento}, year = {1998} }
216	Bredebusch, A., Burkhardt, H., Lackermeier, U. & Werther, J. Carlomagno, G. M. & Grant, I. (Eds.)	Application of Digital Image Processing Methods for the Analysis of Flow Structures in Circulating Fluidised Beds [BibTeX]	1998	CD-ROM Proceedings of the 8th International Symposium on Flow Visualisation Sorrento	inproceedings		[Postscript]
BibTeX: @inproceedings{bre:bu:8isfv98:1, author = {A.~Bredebusch and H.~Burkhardt and U.~Lackermeier and J.~Werther}, title = {Application of Digital Image Processing Methods for the Analysis of Flow Structures in Circulating Fluidised Beds}, booktitle = {CD-ROM Proceedings of the 8th International Symposium on Flow Visualisation}, editor = {G.~M.~Carlomagno and I.~Grant}, address = {Sorrento}, year = {1998} }
215	Siggelkow, S. & Burkhardt, H. Marshall, S., Harvey, N. & Shah, D. (Eds.)	Image retrieval based on colour and nonlinear texture invariants [BibTeX]	1998	Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis Glasgow, Scotland	inproceedings		[Postscript]
BibTeX: @inproceedings{sig:bu:nmbia98, author = {S. Siggelkow and H. Burkhardt}, title = {Image retrieval based on colour and nonlinear texture invariants}, booktitle = {Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis}, editor = {S. Marshall and N. Harvey and D. Shah}, publisher = {Springer}, address = {Glasgow, Scotland}, year = {1998}, pages = {217--224} }
214	Moga, A.	Parallel Multiresolution Image Segmentation with Watershed Transformation [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport
BibTeX: @techreport{mo:ib0598, author = {A. Moga}, title = {{Parallel Multiresolution Image Segmentation with Watershed Transformation}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {5/98} }
213	Burkhardt, H. & Neumann, B. (Eds.)	Proceedings of the 5th European Conference on Computer Vision, ECCV 1998, Freiburg, Germany [BibTeX]	1998	Lecture Notes in Computer Science 1406/1407	proceedings
BibTeX: @proceedings{eccv1998, title = {Proceedings of the 5th European Conference on Computer Vision, {ECCV} 1998, Freiburg, Germany}, editor = {H. Burkhardt and B. Neumann}, publisher = {Springer-Verlag}, year = {1998}, series = {Lecture Notes in Computer Science}, volume = {1406/1407} }
212	Moga, A. & Gabbouj, M.	Parallel Marker-Based Image Segmentation with Watershed Transformation [BibTeX]	1998	Journal of Parallel and Distributed Computing	article		[Postscript]
BibTeX: @article{mo:ga:jpdc98, author = {A. Moga and M. Gabbouj}, title = {Parallel Marker-Based Image Segmentation with Watershed Transformation}, journal = {Journal of Parallel and Distributed Computing}, year = {1998}, volume = {51}, number = {1}, pages = {27--45} }
211	Bieniek, A. & Moga, A.	A connected component approach to the watershed segmentation [BibTeX]	1998	Mathematical Morphology and its Applications to Image and Signal Processing Computational Imaging and Vision 12	inproceedings		[Postscript]
BibTeX: @inproceedings{bi:mo:ismm98, author = {A.~Bieniek and A.~Moga}, title = {A connected component approach to the watershed segmentation}, booktitle = {Mathematical Morphology and its Applications to Image and Signal Processing}, publisher = {Kluwer Academic Publishers}, year = {1998}, series = {Computational Imaging and Vision}, volume = {12}, pages = {215--222} }
210	Schiller, R.	Konturbasierte Verfahren in der lageinvarianten Mustererkennung [BibTeX]	1998	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{sch:diss, author = {R. Schiller}, title = {{Konturbasierte Verfahren in der lageinvarianten Mustererkennung}}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1998} }
209	Oest, L.	Bildgeführte Regelung von Verbrennungsprozessen [BibTeX]	1998	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{oe:diss, author = {L. Oest}, title = {{Bildgef{\"u}hrte Regelung von Verbrennungsprozessen}}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1998} }
208	Wagner, M.	Rekonstruktion neuronaler Ströme aus bioelektrischen und biomagnetischen Messungen auf der aus MR-Bildern segmentierten Hirnrinde [BibTeX]	1998	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{wa:diss, author = {M. Wagner}, title = {{Rekonstruktion neuronaler Str{\"o}me aus bioelektrischen und biomagnetischen Messungen auf der aus MR-Bildern segmentierten Hirnrinde}}, publisher = {Shaker}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1998} }
207	Luo, A., Tao, W., Utcke, S. & Burkhardt, H.	MOVIS -- Über die Entwicklung eines ersten Prototypen einer Blindenbrille [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{luo:tao:ut:bu:ib0398, author = {A. Luo and W. Tao and S. Utcke and H. Burkhardt}, title = {{MOVIS -- {\"U}ber die Entwicklung eines ersten Prototypen einer Blindenbrille}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {3/98} }
206	Moga, A., Bieniek, A. & Burkhardt, H.	PISA-Parallel Image Segmentation Algorithms [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{mo:bi:bu:ib0298, author = {A. Moga and A. Bieniek and H. Burkhardt}, title = {{PISA}-{Parallel Image Segmentation Algorithms}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {2/98} }
205	Utcke, S. Ahuja, N. & Desai, U. (Eds.)	Grouping based on Projective Geometry Constraints and Uncertainty [BibTeX]	1998	Sixth International Conference on Computer Vision IEEE Computer Society Bombay, India	inproceedings		[Postscript]
BibTeX: @inproceedings{ut:ICCV98, author = {S. Utcke}, title = {Grouping based on Projective Geometry Constraints and Uncertainty}, booktitle = {Sixth International Conference on Computer Vision}, editor = {Narendra Ahuja and Uday Desai}, publisher = {Narosa Publishing House}, organization = {IEEE Computer Society}, address = {Bombay, India}, year = {1998}, pages = {739--746} }
204	Siggelkow, S. & Burkhardt, H.	Local Invariant Feature Histograms for Image Retrieval [BibTeX]	1998	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{sig:ib198, author = {S. Siggelkow and H. Burkhardt}, title = {{Local Invariant Feature Histograms for Image Retrieval}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1998}, number = {1/98} }
203	Canterakis, N.	Fast 3D Zernike Moments and - Invariants [BibTeX]	1997	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{cant:ib597, author = {N. Canterakis}, title = {{Fast {3D Z}ernike Moments and - Invariants}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1997}, number = {5/97} }
202	Schael, M.	Invariant 3D Features [BibTeX]	1997	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{scha:ib497, author = {M. Schael}, title = {{Invariant {3D} Features}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1997}, number = {4/97} }
201	Siggelkow, S. & Burkhardt, H.	Local invariant feature histograms for texture classification [BibTeX]	1997	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{sig:ib397, author = {S. Siggelkow and H. Burkhardt}, title = {{Local invariant feature histograms for texture classification}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1997}, number = {3/97} }
200	Siggelkow, S.	Stereo image coding [BibTeX]	1997	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{sig:ib297, author = {S. Siggelkow}, title = {{Stereo image coding}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1997}, number = {2/97} }
199	Siggelkow, S.	The Wiener Theory of Nonlinear Systems and Algorithms for the Construction of Invariant Image Features [BibTeX]	1997	Institute: Albert-Ludwigs-Universität, Freiburg, Institut für Informatik	techreport		[Postscript]
BibTeX: @techreport{sig:ib197, author = {S. Siggelkow}, title = {{The {W}iener Theory of Nonlinear Systems and Algorithms for the Construction of Invariant Image Features}}, institution = {Albert-Ludwigs-Universit{\"a}t, Freiburg, Institut f{\"u}r Informatik}, year = {1997}, number = {1/97} }
198	Burkhardt, H. & Oest, L.	Bildgeführte Regelung von Verbrennungsprozessen [BibTeX]	1997	Symposium ``Bildverarbeitung - Forschen, Entwickeln, Anwenden''	inproceedings		[Postscript]
BibTeX: @inproceedings{bu:oe:tae97, author = {H. Burkhardt and L. Oest}, title = {{Bildgef\"uhrte Regelung von Verbrennungsprozessen}}, booktitle = {Symposium ``Bildverarbeitung - Forschen, Entwickeln, Anwenden''}, publisher = {Technische Akademie Esslingen}, year = {1997} }
197	Utcke, S.	Grouping based on Projective Geometry Constraints and Uncertainty [BibTeX]	1997	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{ut:ib97, author = {S. Utcke}, title = {Grouping based on Projective Geometry Constraints and Uncertainty}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1997}, number = {1/97} }
196	Andreae, T., Nölle, M. & Schreiber, G.	Embedding Cartesian Products of Graphs into de Bruijn Graphs [BibTeX]	1997	Journal of Parallel and Distributed Computing	article		[Postscript]
BibTeX: @article{andr:noe:schr:PDC97, author = {T. Andreae and M. N{\"o}lle and G. Schreiber}, title = {Embedding Cartesian Products of Graphs into de {B}ruijn Graphs}, journal = {Journal of Parallel and Distributed Computing}, year = {1997}, volume = {46}, number = {2}, pages = {194--200} }
195	Kröner, S.	Neuronale Netze zur lageinvarianten Mustererkennung [BibTeX]	1997	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{kroen:diss, author = {S. Kr{\"o}ner}, title = {Neuronale Netze zur lageinvarianten Mustererkennung}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1997} }
194	Zhang, X.-F., Luo, A., Tao, W. & Burkhardt, H.	Camera Calibration Based on 3D-Point-Grid [BibTeX]	1997	Nineth International Conference on Image Analysis and Processing Florence, Italy	inproceedings		[Postscript]
BibTeX: @inproceedings{xfz:etal:ICIAP97, author = {X.-F. Zhang and A. Luo and W. Tao and H. Burkhardt}, title = {Camera Calibration Based on 3{D}-Point-Grid}, booktitle = {Nineth International Conference on Image Analysis and Processing}, publisher = {Lecture Notes in Computer Science, 1310, Springer Verlag}, address = {Florence, Italy}, year = {1997} }
193	Schiller, R.	Lageinvariante Erkennung von konturierten 3D-Objekten [BibTeX]	1997	Mustererkennung 1997, 19. DAGM-Symposium, Reihe Informatik aktuell, Springer Braunschweig	inproceedings
BibTeX: @inproceedings{schi:DAGM97, author = {R. Schiller}, title = {{L}ageinvariante {E}rkennung von konturierten {3D}-{O}bjekten}, booktitle = {Mustererkennung 1997, 19. DAGM-Symposium, Reihe Informatik aktuell, Springer}, address = {Braunschweig}, year = {1997}, pages = {87--94} }
192	Bieniek, A., Burkhardt, H., Marschner, H., Nölle, M. & Schreiber, G.	A Parallel Watershed Algorithm [BibTeX]	1997	Proceedings of the 10th Scandinavian Conference on Image Analysis (SCIA97) Lappeenranta, Finland	inproceedings		[Postscript] [Part-II]
BibTeX: @inproceedings{bu:etal:SCIA97, author = {A. Bieniek and H. Burkhardt and Marschner, H. and M. N{\"o}lle and G. Schreiber}, title = {A Parallel Watershed Algorithm}, booktitle = {Proceedings of the 10th Scandinavian Conference on Image Analysis (SCIA97)}, address = {Lappeenranta, Finland}, year = {1997}, pages = {237--244} }
191	Moga, A. & Gabbouj, M.	Parallel Image Component Labeling With Watershed Transformation [BibTeX]	1997	IEEE Trans. on Pattern Analysis and Machine Intelligence	article		[Postscript]
BibTeX: @article{mo:pami97, author = {A. Moga and M. Gabbouj}, title = {Parallel Image Component Labeling With Watershed Transformation}, journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence}, year = {1997}, volume = {19}, number = {5}, pages = {441--450} }
190	Oest, L. & Burkhardt, H.	Do we Need Tomography for Process Control? [BibTeX]	1997	Proc. of the Engineering Foundation Conference ``Frontiers in Industrial Process Tomography II'' Delft, The Netherlands	inproceedings		[Postscript]
BibTeX: @inproceedings{oe:bu:fipt97, author = {L. Oest and H. Burkhardt}, title = {Do we Need Tomography for Process Control?}, booktitle = {{P}roc. of the {E}ngineering {F}oundation {C}onference ``{F}rontiers in {I}ndustrial {P}rocess {T}omography {I}{I}''}, address = {Delft, The Netherlands}, year = {1997}, pages = {371--376} }
189	Bredebusch, A.	Applications of Digital Image Processing Methods for the Analysis of Local Structures in Fluidized Bed Processes [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{bre:ib96, author = {A. Bredebusch}, title = {Applications of Digital Image Processing Methods for the Analysis of Local Structures in Fluidized Bed Processes}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {9/96} }
188	Schulz-Mirbach, H.	Invariant gray scale features [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{hsm:ib96c, author = {H. Schulz-Mirbach}, title = {Invariant gray scale features}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {8/96} }
187	Schulz-Mirbach, H.	The Volterra theory of nonlinear systems and algorithms for the construction of invariant image features [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{hsm:ib96b, author = {H. Schulz-Mirbach}, title = {The Volterra theory of nonlinear systems and algorithms for the construction of invariant image features}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {7/96} }
186	Tao, W.	Vision-Guided Flame Control Using Fuzzy Sets and Neural Networks [BibTeX]	1996	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{tao:diss, author = {W. Tao}, title = {Vision-Guided Flame Control Using Fuzzy Sets and Neural Networks}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1996} }
185	Ibenthal, A., Siggelkow, S. & Grigat, R.-R.	Image sequence segmentation for object oriented coding [BibTeX]	1996	Proc. of the Digital Compression Technologies and Systems for Video Communictations, SPIE International Symposium on Optical & Optoelectronic - Applications of Digital Image Processing Berlin	inproceedings		[Postscript]
BibTeX: @inproceedings{ibe:sig:gri:SPIE96, author = {Ibenthal, A. and S. Siggelkow and R.-R. Grigat}, title = {{I}mage sequence segmentation for object oriented coding}, booktitle = {Proc. of the{ } Digital {C}ompression {T}echnologies and {S}ystems for {V}ideo {C}ommunictations, SPIE International Symposium on Optical \& Optoelectronic - Applications of Digital Image Processing}, address = {Berlin}, year = {1996}, volume = {2952}, pages = {2--11} }
184	Kröner, S. Ramponi, G., Sicuranza, G. L., Carrato, S. & Marsi, S. (Eds.)	A Neural Network for Calculating Adaptive Shift and Rotation Invariant Image Features [BibTeX]	1996	Proc. of the European Signal Processing Conference, EUSIPCO-96 Trieste, Italy	inproceedings		[Postscript]
BibTeX: @inproceedings{kroen:EUSIPCO96, author = {S. Kr{\"o}ner}, title = {A Neural Network for Calculating Adaptive Shift and Rotation Invariant Image Features}, booktitle = {Proc. of the European Signal Processing Conference, EUSIPCO-96}, editor = {Ramponi, G. and Sicuranza, G. L. and Carrato, S. and Marsi, S.}, address = {Trieste, Italy}, year = {1996}, volume = {II}, pages = {863--866} }
183	Schulz-Mirbach, H., Burkhardt, H. & Siggelkow, S.	Using invariant features for content based data retrieval [BibTeX]	1996	Proc. of the First NOBLESSE Workshop on Nonlinear Methods in Model-Based Image Interpretation Lausanne	inproceedings		[Postscript]
BibTeX: @inproceedings{hsm:bu:sig:NOBLESSE96, author = {H. Schulz-Mirbach and H. Burkhardt and S. Siggelkow}, title = {Using invariant features for content based data retrieval}, booktitle = {Proc. of the{ }First {NOBLESSE} {W}orkshop on {N}onlinear {M}ethods in {M}odel-{B}ased {I}mage {I}nterpretation}, address = {Lausanne}, year = {1996}, pages = {1--5} }
182	Siggelkow, S., Grigat, R.-R. & Ibenthal, A.	Segmentation of image sequences for object oriented coding [BibTeX]	1996	Proc. of the IEEE International Conference on Image Processing (ICIP'96) Lausanne	inproceedings		[Postscript]
BibTeX: @inproceedings{sig:gri:ibe:ICIP96, author = {S. Siggelkow and R.-R. Grigat and Ibenthal, A.}, title = {Segmentation of image sequences for object oriented coding}, booktitle = {Proc. of the{ }IEEE International {C}onference on {I}mage {P}rocessing ({ICIP'96})}, address = {Lausanne}, year = {1996}, volume = {II}, pages = {477--480} }
181	Rieper, P., Kröner, S. & Moratz Golumbic, M., Ellacott, S. W. & etal., J. C. M. (Eds.)	Capacity Bounds for Structured Neural Network Architectures [BibTeX]	1996	Special Volume of Annals of Mathematics in Artificial Intelligence	article		[Postscript]
BibTeX: @article{rie:kroen:mor:AMAI96, author = {P. Rieper and S. Kr{\"o}ner and Moratz}, title = {Capacity Bounds for Structured Neural Network Architectures}, journal = {Special Volume of Annals of Mathematics in Artificial Intelligence}, editor = {M. Golumbic and S. W. Ellacott and J. C. Mason etal.}, publisher = {Baltzer Scientific}, year = {1996} }
180	Bieniek, A., Burkhardt, H., Marschner, H., Nölle, M. & Schreiber, G.	A Parallel Watershed Algorithm [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{bie:etal:ib96, author = {A. Bieniek and H. Burkhardt and Marschner, H. and M. N{\"o}lle and G. Schreiber}, title = {A Parallel Watershed Algorithm}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {6/96} }
179	Kröner, S.	A Learning Algorithm for Structured Invariant Neural Networks [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{kroe:ib96, author = {S. Kr{\"o}ner}, title = {A Learning Algorithm for Structured Invariant Neural Networks}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {5/96} }
178	Schulz-Mirbach, H.	TILDA - Ein Referenzdatensatz zur Evaluierung von Sichtprüfungsverfahren für Textiloberflächen [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[PDF]
BibTeX: @techreport{hsm:ib96, author = {H. Schulz-Mirbach}, title = {{TILDA} - {E}in {R}eferenzdatensatz zur {E}valuierung von {S}icht\-pr{\"u}fungs\-verfahren f{\"u}r {T}extiloberfl{\"a}chen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {4/96} }
177	Bieniek, A., Nölle, M. & Schreiber, G.	A Message Passing Model for Communication on Random Regular Graphs [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{bie:noe:schr:ib96, author = {A. Bieniek and M. N{\"o}lle and G. Schreiber}, title = {A Message Passing Model for Communication on Random Regular Graphs}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {2/96} }
176	Canterakis, N.	Complete moment invariants and pose determination for orthogonal transformations of 3D objects. [BibTeX]	1996	18.~DAGM - Symposium ``Mustererkennung'' Heidelberg	inproceedings		[Postscript]
BibTeX: @inproceedings{can:dagm96, author = {N. Canterakis}, title = {Complete moment invariants and pose determination for orthogonal transformations of {3D} objects.}, booktitle = {18.~DAGM - Symposium ``Mustererkennung''}, publisher = {Reihe Informatik aktuell, Springer}, address = {Heidelberg}, year = {1996} }
175	Luo, A., Tao, W. & Burkhardt, H.	Erkennung von 3-D Landmarken basierend auf Stereo-Tiefendaten und Farbinformationen zur Navigationshilfe für Blinde [BibTeX]	1996	18.~DAGM - Symposium ``Mustererkennung'' Heidelberg	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:tao:bu:dagm96, author = {A. Luo and W. Tao and H. Burkhardt}, title = {Erkennung von {3-D} {L}andmarken basierend auf {S}tereo-{T}iefendaten und {F}arbinformationen zur {N}avigationshilfe f{\"u}r {B}linde}, booktitle = {18.~DAGM - Symposium ``Mustererkennung''}, publisher = {Reihe Informatik aktuell, Springer}, address = {Heidelberg}, year = {1996} }
174	Luo, A., Tao, W. & Burkhardt, H.	A new multilevel line-based stereo vision algorithm based on fuzzy techniques [BibTeX]	1996	Proc. of the 13th International Conference on Pattern Recognition Vienna, Austria	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:tao:bu:ICPR96, author = {A. Luo and W. Tao and H. Burkhardt}, title = {A new multilevel line-based stereo vision algorithm based on fuzzy techniques}, booktitle = {Proc. of the{ }13th International Conference on Pattern Recognition}, address = {Vienna, Austria}, year = {1996}, volume = {1}, pages = {383--387} }
173	Nölle, M. & Schreiber, G.	Data Distribution Concepts for Parallel Image Processing (728-733) [BibTeX]	1996	Proc. of the 13th International Conference on Pattern Recognition Vienna, Austria	inproceedings		[Postscript]
BibTeX: @inproceedings{noe:schr:ICPR96, author = {M. N{\"o}lle and G. Schreiber}, title = {Data Distribution Concepts for Parallel Image Processing}, booktitle = {Proc. of the{ }13th International Conference on Pattern Recognition}, address = {Vienna, Austria}, year = {1996}, volume = {4}, note = {728-733} }
172	Kröner, S. & Moratz, R.	Capacity of Multilayer Networks with Shared Weights [BibTeX]	1996	Proceedings of the International Conference on Artificial Neural Networks (ICANN'96) Bochum	inproceedings		[Postscript]
BibTeX: @inproceedings{kroen:mor:ICANN96, author = {S. Kr{\"o}ner and Moratz, R.}, title = {Capacity of Multilayer Networks with Shared Weights}, booktitle = {Proceedings of the International Conference on Artificial Neural Networks (ICANN'96)}, publisher = {Springer}, address = {Bochum}, year = {1996} }
171	Canterakis, N.	Complete Moment Invariants and Pose Determination for Orthogonal Transformations of 3D Objects [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{cant:ib96, author = {N. Canterakis}, title = {Complete Moment Invariants and Pose Determination for Orthogonal Transformations of {3D} Objects}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {1/96} }
170	Siggelkow, S., Grigat, R.-R. & Ibenthal, A.	Segmentierung von Bildfolgen für MPEG-4 [BibTeX]	1996	17. Tagung der Fernseh- und Kinotechnischen Gesellschaft (FKTG) Wien	inproceedings		[Postscript]
BibTeX: @inproceedings{sig:gri:ibe:FKTG96, author = {S. Siggelkow and R.-R. Grigat and Ibenthal, A.}, title = {Segmentierung von {B}ildfolgen f{\"u}r {MPEG-4}}, booktitle = {17. Tagung der Fernseh- und Kinotechnischen Gesellschaft (FKTG)}, address = {Wien}, year = {1996}, pages = {271--281} }
169	Schiller, R.	Normalization by Optimization [BibTeX]	1996	Proceedings of the Fourth European Conference on Computer Vision Cambrigde, England	inproceedings
BibTeX: @inproceedings{schi:ECCV96, author = {R. Schiller}, title = {Normalization by Optimization}, booktitle = {Proceedings of the Fourth European Conference on Computer Vision}, publisher = {Lecture Notes in Computer Science, 1064, Springer Verlag}, address = {Cambrigde, England}, year = {1996}, pages = {620--629} }
168	Bieniek, A., Nölle, M. & Schreiber, G.	A Message Passing Model for Communication on Random Regular Graphs [BibTeX]	1996	Proc. of the first Workshop on Randomized Parallel Computing, 10th International Parallel Processing Symposium (IPPS'96) Honolulu, Hawaii	inproceedings		[Postscript]
BibTeX: @inproceedings{bie:noe:schr:IPPS96, author = {A. Bieniek and M. N{\"o}lle and G. Schreiber}, title = {A Message Passing Model for Communication on Random Regular Graphs}, booktitle = {Proc. of the first Workshop on Randomized Parallel Computing, 10th International Parallel Processing Symposium (IPPS'96)}, address = {Honolulu, Hawaii}, year = {1996} }
167	Nölle, M. & Schreiber, G.	Data Distribution Concepts for Parallel Image Processing [BibTeX]	1996	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{noe:schr:ib96, author = {M. N{\"o}lle and G. Schreiber}, title = {Data Distribution Concepts for Parallel Image Processing}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1996}, number = {3/96} }
166	Canterakis, N.	Complete Projective Semi-Differential Invariants [BibTeX]	1995	Proceedings of the International Workshop on Computer Vision and Applied Geometry Nordfjordeid, Norway	inproceedings		[Postscript]
BibTeX: @inproceedings{cant:iwcvag1995, author = {N. Canterakis}, title = {Complete Projective Semi-Differential Invariants}, booktitle = {Proceedings of the International Workshop on Computer Vision and Applied Geometry}, address = {Nordfjordeid, Norway}, year = {1995} }
165	Andreae, T., Nölle, M., Rempel, C. & Schreiber, G.	On embedding 2--dimensional toroidal grids into de Bruijn graphs with clocked congestion one [BibTeX]	1995	Proceedings of the 8. Franco-Japanese - 4. Franco-Chinese Conference on Combinatorics and Computer Science Brest, France	inproceedings		[Postscript]
BibTeX: @inproceedings{andr:etal:brest95, author = {T. Andreae and M. N{\"o}lle and C. Rempel and G. Schreiber}, title = {On embedding 2--dimensional toroidal grids into de Bruijn graphs with clocked congestion one}, booktitle = {Proceedings of the 8. Franco-Japanese - 4. Franco-Chinese Conference on Combinatorics and Computer Science}, publisher = {Lecture Notes in Computer Science 1120, Springer}, address = {Brest, France}, year = {1995}, pages = {316--327} }
164	Andreae, T., Hintz, M., Nölle, M., Schreiber, G., Schuster, G. W. & Seng	Cartesian products of graphs as subgraphs of de Bruijn graphs of dimension at least three [BibTeX]	1997	Discrete Applied Mathematics	article		[Postscript]
BibTeX: @article{andr:etal:twente95, author = {T. Andreae and M. Hintz and M. N{\"o}lle and G. Schreiber and G. W. Schuster and Seng}, title = {{C}artesian products of graphs as subgraphs of de {B}ruijn graphs of dimension at least three}, journal = {Discrete Applied Mathematics}, year = {1997}, volume = {79}, pages = {3--34} }
163	Kraft, P., Nölle, M., Schreiber, G., Marshall, S. & Burkhardt, H. Miguet, S. & Montanvert, A. (Eds.)	A parallel genetic algorithm for optimizing morphological filters on inhomogenous workstation clusters [BibTeX]	1995	Proc. of the 4. International Workshop on Parallel Image Analysis (IWPIA'95) LIP-ENS, Lyon, France	inproceedings		[Postscript]
BibTeX: @inproceedings{kra:etal:IWPIA95, author = {Kraft, P. and M. N{\"o}lle and G. Schreiber and Marshall, S. and H. Burkhardt}, title = {A parallel genetic algorithm for optimizing morphological filters on inhomogenous workstation clusters}, booktitle = {Proc. of the 4. International Workshop on Parallel Image Analysis (IWPIA'95)}, editor = {S. Miguet and A. Montanvert}, address = {LIP-ENS, Lyon, France}, year = {1995}, pages = {171--182} }
162	Bieniek, A., Nölle, M. & Schreiber, G. Miguet, S. & Montanvert, A. (Eds.)	A regular N-node bounded degree network for sorting N2 keys with optimal speedup [BibTeX]	1995	Proc. of the 4. International Workshop on Parallel Image Analysis (IWPIA'95) LIP-ENS, Lyon, France	inproceedings		[Postscript]
BibTeX: @inproceedings{bi:noe:schr:IWPIA95, author = {A. Bieniek and M. N{\"o}lle and G. Schreiber}, title = {{A} regular {N}-node bounded degree network for sorting {N}\^{}2 keys with optimal speedup}, booktitle = {Proc. of the 4. International Workshop on Parallel Image Analysis (IWPIA'95)}, editor = {S. Miguet and A. Montanvert}, address = {LIP-ENS, Lyon, France}, year = {1995}, pages = {253--266} }
161	Tao, W. & Burkhardt, H.	Vision-Guided Flame Control using Fuzzy Logic and Neural Networks (invited paper) (Special Issue) [BibTeX]	1995	Particle & Particle Systems Characterization	article		[Postscript]
BibTeX: @article{tao:bu:particles, author = {W. Tao and H. Burkhardt}, title = {{V}ision-{G}uided {F}lame {C}ontrol using {F}uzzy {L}ogic and {N}eural {N}etworks (invited paper)}, journal = {Particle \& Particle Systems Characterization}, year = {1995}, volume = {12}, number = {2/95}, pages = {87--94}, note = {Special Issue} }
160	Kröner, S.	Adaptive Averaging in Higher Order Neural Networks for Invariant Pattern Recognition [BibTeX]	1995	Proceedings of the 1995 International Conference on Neural Networks (ICNN'95) Perth, Western Australia	inproceedings		[Postscript]
BibTeX: @inproceedings{kroen:ICNN95, author = {S. Kr{\"o}ner}, title = {Adaptive Averaging in Higher Order Neural Networks for Invariant Pattern Recognition}, booktitle = {Proceedings of the 1995 International Conference on Neural Networks (ICNN'95)}, address = {Perth, Western Australia}, year = {1995}, volume = {5}, pages = {2438--2443} }
159	Bieniek, A., Burkhardt, H., Nölle, M., Schreiber, G. & Schulz-Mirbach, H. Ahlers, R.-J. (Eds.)	Eine modulare Implementierung paralleler Algorithmen zur Bildverarbeitung und Mustererkennung [BibTeX]	1995	Symposium ``Bildverarbeitung '95'' -- Forschen, Entwickeln, Anwenden	inproceedings		[Postscript]
BibTeX: @inproceedings{bu:etal:essl95, author = {A. Bieniek and H. Burkhardt and M. N{\"o}lle and G. Schreiber and H. Schulz-Mirbach}, title = {Eine modulare {I}mplementierung paralleler {A}lgorithmen zur {B}ildverarbeitung und {M}ustererkennung}, booktitle = {Symposium ``Bildverarbeitung '95'' -- Forschen, Entwickeln, Anwenden}, editor = {R.-J. Ahlers}, publisher = {Technische Akademie Esslingen}, year = {1995}, pages = {61--78} }
158	Luo, A. & Burkhardt, H. Sagerer, G., Posch, S. & Kummert, F. (Eds.)	Ein helligkeitsbasiertes Stereoverfahren zur Tiefenschätzung [BibTeX]	1995	17.~DAGM - Symposium ``Mustererkennung'' Bielefeld	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:bu:dagm95, author = {A. Luo and H. Burkhardt}, title = {Ein helligkeitsbasiertes {S}tereoverfahren zur {T}iefensch{\"a}tzung}, booktitle = {17.~DAGM - Symposium ``Mustererkennung''}, editor = {G. Sagerer and S. Posch and F. Kummert}, publisher = {Reihe Informatik aktuell, Springer}, address = {Bielefeld}, year = {1995}, pages = {508--515} }
157	Kröner, S. & Schulz-Mirbach, H. Sagerer, G., Posch, S. & Kummert, F. (Eds.)	Fast adaptive calculation of invariant features [BibTeX]	1995	17.~DAGM - Symposium ``Mustererkennung'' Bielefeld	inproceedings		[Postscript]
BibTeX: @inproceedings{kroen:hsm:dagm95, author = {S. Kr{\"o}ner and H. Schulz-Mirbach}, title = {{F}ast adaptive calculation of invariant features}, booktitle = {17.~DAGM - Symposium ``Mustererkennung''}, editor = {G. Sagerer and S. Posch and F. Kummert}, publisher = {Reihe Informatik aktuell, Springer}, address = {Bielefeld}, year = {1995}, pages = {23--35} }
156	Schulz-Mirbach, H. Sagerer, G., Posch, S. & Kummert, F. (Eds.)	Invariant features for gray scale images (DAGM-Preis) [BibTeX]	1995	17.~DAGM - Symposium ``Mustererkennung'' Bielefeld	inproceedings		[Postscript]
BibTeX: @inproceedings{hsm:dagm95, author = {H. Schulz-Mirbach}, title = {Invariant features for gray scale images}, booktitle = {17.~DAGM - Symposium ``Mustererkennung''}, editor = {G. Sagerer and S. Posch and F. Kummert}, publisher = {Reihe Informatik aktuell, Springer}, address = {Bielefeld}, year = {1995}, pages = {1--14}, note = {DAGM-Preis} }
155	Müller, V. & Utcke, S. Prenninger, J. (Eds.)	Advanced Quality Inspection through Physics-Based Vision [BibTeX]	1995	Proc. of the the International Symposium Machine Vision in the Industrial Practice PROFACTOR Produktionsforschung GmbH Steyr, Österreich	inproceedings		[Postscript]
BibTeX: @inproceedings{mue:utk:mv95, author = {V. M{\"u}ller and S. Utcke}, title = {Advanced {Q}uality {I}nspection through {P}hysics-{B}ased {V}ision}, booktitle = {Proc. of the{ }the International Symposium Machine Vision in the Industrial Practice}, editor = {J. Prenninger}, publisher = {3C\&grafik, Steyr}, organization = {PROFACTOR Produktionsforschung GmbH}, address = {Steyr, {\"O}sterreich}, year = {1995}, pages = {MAZ/1--MAZ/7} }
154	Rieper, P., Kröner, S. & Moratz, R.	Upper Bounds for the Capacity of Structured Neural Network Architectures [BibTeX]	1995	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{rie:kroen:mor:ib95, author = {P. Rieper and S. Kr{\"o}ner and R. Moratz}, title = {Upper {B}ounds for the {C}apacity of {S}tructured {N}eural {N}etwork {A}rchitectures}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1995}, number = {6/95} }
153	Oest, L. & Burkhardt, H.	Anwendung von Bildverarbeitungs- und automatischen Bildauswertemethoden zum Flammenmonitoring und zur Flammenregelung [BibTeX]	1995	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{oe:bu:dfg11, author = {L. Oest and H. Burkhardt}, title = {Anwendung von {B}ildverarbeitungs- und automatischen {B}ildauswertemethoden zum {F}lammenmonitoring und zur {F}lammenregelung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1995}, number = {5/95} }
152	Moga, A. N., Viero, T., Gabbouj, M., Nölle, M., Schreiber, G. & Burkhardt, H.	Parallel Watershed Algorithm Based on Sequential Scanning [BibTeX]	1995	Proc. of the IEEE Workshop on Nonlinear Signal and Image Processing Halkidiki, Greece	inproceedings		[Postscript]
BibTeX: @inproceedings{moga:etal:nat95, author = {A. N. Moga and T. Viero and M. Gabbouj and M. N{\"o}lle and G. Schreiber and H. Burkhardt}, title = {Parallel {W}atershed {A}lgorithm {B}ased on {S}equential {S}canning}, booktitle = {Proc. of the{ }IEEE Workshop on Nonlinear Signal and Image Processing}, address = {Halkidiki, Greece}, year = {1995} }
151	Nölle, M., Schreiber, G. & Schulz-Mirbach, H.	Efficient Parallel Algorithms for the Extraction of Image Features with adjustable Invariance Properties [BibTeX]	1995	Proc. of the IEEE Workshop on Nonlinear Signal and Image Processing Halkidiki, Greece	inproceedings		[Postscript]
BibTeX: @inproceedings{noe:schr:hsm:nat95, author = {M. N{\"o}lle and G. Schreiber and H. Schulz-Mirbach}, title = {Efficient {P}arallel {A}lgorithms for the {E}xtraction of {I}mage {F}eatures with adjustable {I}nvariance {P}roperties}, booktitle = {Proc. of the{ }IEEE Workshop on Nonlinear Signal and Image Processing}, address = {Halkidiki, Greece}, year = {1995} }
150	Burkhardt, H. & Schulz-Mirbach, H.	A Contribution to Nonlinear System Theory [BibTeX]	1995	Proc. of the IEEE Workshop on Nonlinear Signal and Image Processing Halkidiki, Greece	inproceedings		[Postscript]
BibTeX: @inproceedings{bu:hsm:nat95, author = {H. Burkhardt and H. Schulz-Mirbach}, title = {A {C}ontribution to {N}onlinear {S}ystem {T}heory}, booktitle = {Proc. of the{ }IEEE Workshop on Nonlinear Signal and Image Processing}, address = {Halkidiki, Greece}, year = {1995}, pages = {823--826} }
149	Burkhardt, H. & Stoll, E. Williams, R. A. & Beck, M. S. (Eds.)	Application of Optical Tomography to Visualize Temperature Distributions in Flames [BibTeX]	1995	Process Tomography: Principles, Techniques and Applications Oxford	incollection
BibTeX: @incollection{bu:sto:tom, author = {H. Burkhardt and E. Stoll}, title = {Application of {O}ptical {T}omography to {V}isualize {T}emperature {D}istributions in {F}lames}, booktitle = {Process Tomography: Principles, Techniques and Applications}, editor = {R. A. Williams and M. S. Beck}, publisher = {Butterworth-Heinemann}, address = {Oxford}, year = {1995} }
148	Luo, A. & Burkhardt, H.	An Intensity-Based Direct Method for Depth Estimation from Image Sequences with Kalman Filtering [BibTeX]	1995	Proc. of the the 9th Scandinavian Conference on Image Analysis Uppsala, Sweden	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:bu:1, author = {A. Luo and H. Burkhardt}, title = {An {I}ntensity-{B}ased {D}irect {M}ethod for {D}epth {E}stimation from {I}mage {S}equences with {K}alman {F}iltering}, booktitle = {Proc. of the{ }the 9th Scandinavian Conference on Image Analysis}, address = {Uppsala, Sweden}, year = {1995} }
147	Canterakis, N.	Vollständige Invarianten und Lageberechnung für allgemeine Drehspiegelungen von 3D Objekten [BibTeX]	1995	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{can:ib95, author = {N. Canterakis}, title = {{V}ollst{\"a}ndige {I}nvarianten und {L}ageberechnung f{\"u}r allgemeine {D}rehspiegelungen von {3D} {O}bjekten}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1995}, number = {4/95} }
146	Burkhardt, H., Oest, L. & Tao, W.	Vision-Guided Flame Control [BibTeX]	1995	Proc. of the SENSOR 95 Kongreß Nürnberg	inproceedings		[Postscript]
BibTeX: @inproceedings{bu:oe:tao:sensor95, author = {H. Burkhardt and L. Oest and W. Tao}, title = {{V}ision-{G}uided {F}lame {C}ontrol}, booktitle = {Proc. of the{ }SENSOR 95 Kongre{\ss}}, address = {N{\"u}rnberg}, year = {1995} }
145	Oest, L. & Burkhardt, H.	Application of a New Iterative Minimization Method to Vision-Guided Flame Control [BibTeX]	1995	Proc. of the Fourth Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation'' Bergen, Norway	inproceedings		[Postscript]
BibTeX: @inproceedings{oe:bu:bergen, author = {L. Oest and H. Burkhardt}, title = {{A}pplication of a {N}ew {I}terative {M}inimization {M}ethod to {V}ision-{G}uided {F}lame {C}ontrol}, booktitle = {Proc. of the{ }Fourth Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation''}, address = {Bergen, Norway}, year = {1995} }
144	Kröner, S. & Schulz-Mirbach, H.	Fast adaptive calculation of invariant features [BibTeX]	1995	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{kroen:hsm:ib95, author = {S. Kr{\"o}ner and H. Schulz-Mirbach}, title = {{F}ast adaptive calculation of invariant features}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1995}, number = {1/95} }
143	Burkhardt, H., Nölle, M. & Schreiber, G.	Effiziente Parallelisierung von Algorithmen der digitalen Bildverarbeitung und Mustererkennung (eingeladener Beitrag) (Sonderheft mit dem Schwerpunktthema: Leistung von Parallelrechnern) [BibTeX]	1995	Informationstechnik und Technische Informatik (it+ti)	article		[Postscript]
BibTeX: @article{bu:noe:schr:it, author = {H. Burkhardt and M. N{\"o}lle and G. Schreiber}, title = {Effiziente {P}arallelisierung von {A}lgorithmen der digitalen {B}ildverarbeitung und {M}ustererkennung (eingeladener {B}eitrag)}, journal = {Informationstechnik und Technische Informatik (it+ti)}, year = {1995}, volume = {37}, number = {2/95}, pages = {29--36}, note = {Sonderheft mit dem Schwerpunktthema: Leistung von Parallelrechnern} }
142	Andreae, T., Nölle, M. & Schreiber, G.	Embedding Cartesian Products of Graphs into de Bruijn Graphs [BibTeX]	1995	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{andr:noe:schr:ib95, author = {Andreae, T. and M. N{\"o}lle and G. Schreiber}, title = {{E}mbedding {C}artesian {P}roducts of {G}raphs into de {B}ruijn {G}raphs}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1995}, number = {3/95} }
141	Bieniek, A., Nölle, M. & Burkhardt, H.	Paralleles Rechnen in der digitalen Bildverarbeitung und Mustererkennung [BibTeX]	1995	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{bi:noe:bu:dfg10:2, author = {A. Bieniek and M. N{\"o}lle and H. Burkhardt}, title = {Paralleles {R}echnen in der digitalen {B}ildverarbeitung und {M}ustererkennung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1995}, number = {2/95} }
140	Schulz-Mirbach, H.	Anwendung von Invarianzprinzipien zur Merkmalgewinnung in der Mustererkennung (Reihe 10, Nr. 372, VDI-Verlag) [BibTeX]	1995	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{hsm:diss, author = {H. Schulz-Mirbach}, title = {Anwendung von {I}nvarianzprinzipien zur {M}erkmalgewinnung in der {M}ustererkennung}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1995}, note = {Reihe 10, Nr. 372, VDI-Verlag} }
139	Luo, A. & Burkhardt, H.	An Intensity-Based Cooperative Bidirectional Stereo Matching with Simultaneous Detection of Discontinuities and Occlusions [BibTeX]	1995	International Journal of Computer Vision	article		[Postscript]
BibTeX: @article{luo:bu:2, author = {A. Luo and H. Burkhardt}, title = {An {I}ntensity-{B}ased {C}ooperative {B}idirectional {S}tereo {M}atching with {S}imultaneous {D}etection of {D}iscontinuities and {O}cclusions}, journal = {International Journal of Computer Vision}, year = {1995}, volume = {15}, pages = {171--188} }
138	Lang, B.	The GIPSI system [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{la:gipsi, author = {B. Lang}, title = {{T}he {GIPSI} system}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {9/94} }
137	Nölle, M.	Konzepte zur Entwicklung paralleler Algorithmen der digitalen Bildverarbeitung (Ersch. als Fortschr.-Bericht, VDI-Reihe 10, Nr. 410, VDI-Verlag, 1996) [BibTeX]	1994	School: Technische Universität Hamburg-Harburg	phdthesis		[Postscript]
BibTeX: @phdthesis{noe:diss, author = {M. N{\"o}lle}, title = {Konzepte zur {E}ntwicklung paralleler {A}lgorithmen der digitalen {B}ildverarbeitung}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, note = {Ersch. als Fortschr.-Bericht, VDI-Reihe 10, Nr. 410, VDI-Verlag, 1996} }
136	Schulz-Mirbach, H.	Constructing Invariant Features by Averaging Techniques [BibTeX]	1994	Proc. of the 12th International Conference on Pattern Recognition Jerusalem	inproceedings
BibTeX: @inproceedings{hsm:icpr94, author = {H. Schulz-Mirbach}, title = {{C}onstructing {I}nvariant {F}eatures by {A}veraging {T}echniques}, booktitle = {Proc. of the{ }12th International Conference on Pattern Recognition}, address = {Jerusalem}, year = {1994}, volume = {II}, pages = {387--390} }
135	Tao, W. & Burkhardt, H.	An Effective Image Thresholding Method using a Fuzzy Compactness Measure [BibTeX]	1994	Proc. of the 12th International Conference on Pattern Recognition Jerusalem	inproceedings		[Postscript]
BibTeX: @inproceedings{tao:bu:icpr94, author = {Tao, W. and H. Burkhardt}, title = {An {E}ffective {I}mage {T}hresholding {M}ethod using a {F}uzzy {C}ompactness {M}easure}, booktitle = {Proc. of the{ }12th International Conference on Pattern Recognition}, address = {Jerusalem}, year = {1994}, volume = {I}, pages = {47--51} }
134	Schulz-Mirbach, H. & Weiss, I.	Projective reconstruction from curve correspondences in uncalibrated views [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{hsm:weiss:ib94, author = {H. Schulz-Mirbach and Weiss, I.}, title = {Projective reconstruction from curve correspondences in uncalibrated views}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {8/94} }
133	Klaus, R.	Algorithmen zur Restauration von Mehrfachbildern [BibTeX]	1994	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{klaus:diss, author = {R. Klaus}, title = {Algorithmen zur {R}estauration von {M}ehrfachbildern}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1994} }
132	Tao, W. & Burkhardt, H.	Application of Fuzzy Logic and Neural Networks to the Control of a Flame Process [BibTeX]	1994	Proc. of the second IEE Conference on ``Intelligent Systems Engineering'' Hamburg	inproceedings		[Postscript]
BibTeX: @inproceedings{tao:bu:hh, author = {Tao, W. and H. Burkhardt}, title = {Application of {F}uzzy {L}ogic and {N}eural {N}etworks to the {C}ontrol of a {F}lame {P}rocess}, booktitle = {Proc. of the{ }second IEE Conference on ``Intelligent Systems Engineering''}, address = {Hamburg}, year = {1994} }
131	Burkhardt, H., Bieniek, A., Klaus, R., Nölle, M., Schreiber, G. & Schulz-Mirbach, H. Flieger, R. & Grebe, R. (Eds.)	The Parallel Image Processing System PIPS [BibTeX]	1994	Parallele Datenverarbeitung aktuell: TAT '94 Aachen	inproceedings		[Postscript]
BibTeX: @inproceedings{bu:etal:pips, author = {H. Burkhardt and A. Bieniek and R. Klaus and M. N{\"o}lle and G. Schreiber and H. Schulz-Mirbach}, title = {The {P}arallel {I}mage {P}rocessing {S}ystem {PIPS}}, booktitle = {Parallele Datenverarbeitung aktuell: TAT '94}, editor = {R. Flieger and R. Grebe}, publisher = {IOS Press}, address = {Aachen}, year = {1994}, pages = {288--293} }
130	Luo, A. & Burkhardt, H. Kropatsch, G. (Eds.)	An Intensity-Based Method for the 3-D Motion and Structure Estimation from Binocular Image Sequences [BibTeX]	1994	16.~DAGM - Symposium ``Mustererkennung'' Wien	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:bu:dagm94, author = {A. Luo and H. Burkhardt}, title = {An {I}ntensity-{B}ased {M}ethod for the {3-D} {M}otion and {S}tructure {E}stimation from {B}inocular {I}mage {S}equences}, booktitle = {16.~DAGM - Symposium ``Mustererkennung''}, editor = {G. Kropatsch}, publisher = {Reihe Informatik XPress, TU-Wien}, address = {Wien}, year = {1994} }
129	Nölle, M., Schreiber, G. & Schulz-Mirbach, H. Kropatsch, W. G. & Bischof, H. (Eds.)	PIPS--A general purpose Parallel Image Processing System (DAGM-Preis) [BibTeX]	1994	16.~DAGM - Symposium ``Mustererkennung'' Wien	inproceedings		[Postscript]
BibTeX: @inproceedings{noe:schr:hsm:dagm94, author = {M. N{\"o}lle and G. Schreiber and H. Schulz-Mirbach}, title = {{PIPS}--{A} general purpose {P}arallel {I}mage {P}rocessing {S}ystem}, booktitle = {16.~DAGM - Symposium ``Mustererkennung''}, editor = {W. G. Kropatsch and H. Bischof}, publisher = {Reihe Informatik XPress, TU-Wien}, address = {Wien}, year = {1994}, pages = {609--623}, note = {DAGM-Preis} }
128	Kröner, S. Kropatsch, W. G. & Bischof, H. (Eds.)	Ein neues Verfahren zur Berechnung von Translationsinvarianten [BibTeX]	1994	16.~DAGM - Symposium ``Mustererkennung'' Wien	inproceedings		[Postscript]
BibTeX: @inproceedings{kroen:dagm94, author = {S. Kr{\"o}ner}, title = {Ein neues {V}erfahren zur {B}erechnung von {T}ranslationsinvarianten}, booktitle = {16.~DAGM - Symposium ``Mustererkennung''}, editor = {W. G. Kropatsch and H. Bischof}, publisher = {Reihe Informatik XPress, TU-Wien}, address = {Wien}, year = {1994}, pages = {333--340} }
127	Schulz-Mirbach, H. Kropatsch, W. G. & Bischof, H. (Eds.)	Algorithms for the Construction of Invariant Features [BibTeX]	1994	16.~DAGM - Symposium ``Mustererkennung'' Wien	inproceedings		[Postscript]
BibTeX: @inproceedings{hsm:dagm94, author = {H. Schulz-Mirbach}, title = {Algorithms for the {C}onstruction of {I}nvariant {F}eatures}, booktitle = {16.~DAGM - Symposium ``Mustererkennung''}, editor = {W. G. Kropatsch and H. Bischof}, publisher = {Reihe Informatik XPress, TU-Wien}, address = {Wien}, year = {1994}, pages = {324--332} }
126	Jungclaus, N. & Nölle, M. Holt, M., Cowan, C., Grant, P. & Sandham, W. (Eds.)	Efficient Implementation of FFT--Like Algorithms on MIMD Systems [BibTeX]	1994	Proc. of the European Signal Processing Conference, EUSIPCO-94 Edinburgh, Scotland	inproceedings		[Postscript]
BibTeX: @inproceedings{jung:noe:eusipco, author = {N. Jungclaus and M. N{\"o}lle}, title = {Efficient {I}mplementation of {FFT}--{L}ike {A}lgorithms on {MIMD} {S}ystems}, booktitle = {Proc. of the European Signal Processing Conference, EUSIPCO-94}, editor = {Holt, M.J.J. and Cowan, C.F.N. and Grant, P.M. and Sandham, W.A.}, publisher = {EURASIP, Lausanne}, address = {Edinburgh, Scotland}, year = {1994}, volume = {III}, pages = {1625--1628} }
125	Nölle, M. & Kliewer, J.	Meps Rev.~5.0 -- A Parallel Message Passing System [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{noe:kli:meps94, author = {M. N{\"o}lle and Kliewer, J.}, title = {Meps Rev.~5.0 -- {A} {P}arallel {M}essage {P}assing {S}ystem}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {11/94} }
124	Kröner, S., Moratz, R. & Burkhardt, H. Holt, M., Cowan, C., Grant, P. & Sandham, W. (Eds.)	An adaptive invariant transform using neural network techniques [BibTeX]	1994	Proc. of the European Signal Processing Conference, EUSIPCO-94 Edinburgh, Scotland	inproceedings		[Postscript]
BibTeX: @inproceedings{kroen:mo:bu, author = {S. Kr{\"o}ner and R. Moratz and H. Burkhardt}, title = {An adaptive invariant transform using neural network techniques}, booktitle = {Proc. of the European Signal Processing Conference, EUSIPCO-94}, editor = {Holt, M.J.J. and Cowan, C.F.N. and Grant, P.M. and Sandham, W.A.}, publisher = {EURASIP, Lausanne}, address = {Edinburgh, Scotland}, year = {1994}, volume = {III}, pages = {1489--1491} }
123	Schiller, R.	Distance geometric approach to recognize a set of finitely many points [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{schi:ib94, author = {R. Schiller}, title = {Distance geometric approach to recognize a set of finitely many points}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {10/94} }
122	Kröner, S.	Eine neuronale Netzwerkstruktur zur adaptiven Berechnung lageinvarianter Merkmale aus 2D-Bildern [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{kroe:ib94, author = {S. Kr{\"o}ner}, title = {Eine neuronale {N}etzwerkstruktur zur adaptiven {B}erechnung lageinvarianter {M}erkmale aus {2D-B}ildern}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {7/94} }
121	Lang, B. Schmeck, H. (Eds.)	Modelling Systolic Dataflow in Field Programmable Gate Arrays with Self Arbitrating Elements [BibTeX]	1994	Tagungsband des GI/ITG-Workshop über ``Architekturen für hochintegrierte Schaltungen'' Schloß Dagstuhl	inproceedings
BibTeX: @inproceedings{la:dagst, author = {B. Lang}, title = {Modelling {S}ystolic {D}ataflow in {F}ield {P}rogrammable {G}ate {A}rrays with {S}elf {A}rbitrating {E}lements}, booktitle = {Tagungsband des GI/ITG-Workshop {\"u}ber ``Architekturen f{\"u}r hochintegrierte Schaltungen''}, editor = {H. Schmeck}, address = {Schlo{\ss} Dagstuhl}, year = {1994} }
120	Lang, B. Antreich, K. (Eds.)	Self Arbitrating Elements for Modelling Systolic Dataflow in Field Programmable Gate Arrays [BibTeX]	1994	Tagungsband des GI/ITG-Workshop über Anwenderprogrammierbare Schaltungen Karlsruhe	inproceedings		[Postscript]
BibTeX: @inproceedings{la:ka, author = {B. Lang}, title = {Self {A}rbitrating {E}lements for {M}odelling {S}ystolic {D}ataflow in {F}ield {P}rogrammable {G}ate {A}rrays}, booktitle = {Tagungsband des GI/ITG-Workshop {\"u}ber Anwenderprogrammierbare Schaltungen}, editor = {K. Antreich}, address = {Karlsruhe}, year = {1994} }
119	Andreae, T., Nölle, M. & Schreiber, G.	Cartesian Products of Graphs as Spanning Subgraphs of de Bruijn Graphs [BibTeX]	1994	Proceedings of the 20. Workshop on Graph-Theoretic Concepts in Computer Science (WG94)	inproceedings		[Postscript]
BibTeX: @inproceedings{andr:noe:schr:WG94, author = {T. Andreae and M. N{\"o}lle and G. Schreiber}, title = {Cartesian {P}roducts of {G}raphs as {S}panning {S}ubgraphs of de {B}ruijn {G}raphs}, booktitle = {Proceedings of the 20. Workshop on Graph-Theoretic Concepts in Computer Science (WG94)}, publisher = {Lecture Notes in Computer Science 903, Springer}, year = {1994}, pages = {140--150} }
118	Klaus, R.	Basic algorithms for multiframe image restoration [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{kl:ib94, author = {R. Klaus}, title = {Basic algorithms for multiframe image restoration}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {6/94} }
117	Nölle, M., Schreiber, G. & Schulz-Mirbach, H.	Efficient Parallel Algorithms for the Extraction of Image Features with adjustable Invariance Properties [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{noe:schr:hsm:ib94, author = {M. N{\"o}lle and G. Schreiber and H. Schulz-Mirbach}, title = {Efficient {P}arallel {A}lgorithms for the {E}xtraction of {I}mage {F}eatures with adjustable {I}nvariance {P}roperties}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {5/94} }
116	Nölle, M. & Schreiber, G.	Implementing 2d Tori Algorithms on de Bruijn Graphs [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{schr:imb, author = {M. N{\"o}lle and G. Schreiber}, title = {{I}mplementing 2d {T}ori {A}lgorithms on de {B}ruijn {G}raphs}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {4/94} }
115	Canterakis, N. & Schulz-Mirbach, H.	Algorithms for the Construction of Invariant Features [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{cant:hsm:eccv, author = {N. Canterakis and H. Schulz-Mirbach}, title = {{A}lgorithms for the {C}onstruction of {I}nvariant {F}eatures}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {3/94} }
114	Bieniek, A., Jungclaus, N., Nölle, M., Schreiber, G. & Schulz-Mirbach, H.	PIPS 2.1 -- A Parallel Image Processing System [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{bi:jung:noe:schr:hsm:pips, author = {A. Bieniek and Jungclaus, N. and M. N{\"o}lle and G. Schreiber and H. Schulz-Mirbach}, title = {{PIPS} 2.1 -- {A} {P}arallel {I}mage {P}rocessing {S}ystem}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {2/94} }
113	Tao, W. & Burkhardt, H.	Vision-Guided Flame Control using Fuzzy Logic and Neural Networks [BibTeX]	1994	Proc. of the Third Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation'' Oporto, Portugal	inproceedings		[Postscript]
BibTeX: @inproceedings{tao:bu:port, author = {W. Tao and H. Burkhardt}, title = {{V}ision-{G}uided {F}lame {C}ontrol using {F}uzzy {L}ogic and {N}eural {N}etworks}, booktitle = {Proc. of the{ }Third Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation''}, address = {Oporto, Portugal}, year = {1994}, pages = {256--265} }
112	Stoll, E.	Anwendung von Bildverarbeitungs- und automatischen Bildauswertemethoden für multispektrale und multisensorielle bildgebende Meßtechnik [BibTeX]	1994	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{sto:sfb94, author = {E. Stoll}, title = {Anwendung von {B}ildverarbeitungs- und automatischen {B}ildauswertemethoden f{\"u}r multispektrale und multisensorielle bildgebende {M}e{\ss}technik}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1994}, number = {1/94} }
111	Haralick, R. M., Lee, C., Ottenberg, K. & Nölle, M.	Analysis and Solution of the Three Point Perspective Pose Estimation Problem [BibTeX]	1994	International Journal of Computer Vision	article
BibTeX: @article{HLON93, author = {R. M. Haralick and C. Lee and K. Ottenberg and M. N{\"o}lle}, title = {Analysis and {S}olution of the {T}hree {P}oint {P}erspective {P}ose {E}stimation {P}roblem}, journal = {International Journal of Computer Vision}, year = {1994}, volume = {13}, number = {3} }
110	Luo, A.	Helligkeitsbasiertes Rechnersehen zur direkten Ermittlung räumlicher Eigenschaften (1. Preis der Olympus Europa Stiftung Wissenschaft frs Leben an der TUHH) [BibTeX]	1993	School: Technische Universität Hamburg-Harburg	phdthesis		[Postscript]
BibTeX: @phdthesis{luo:diss, author = {A. Luo}, title = {Helligkeitsbasiertes {R}echnersehen zur direkten {E}rmittlung r{\"a}umlicher {E}igenschaften}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1993}, note = {1. Preis der Olympus Europa Stiftung Wissenschaft frs Leben an der TUHH} }
109	Fenske, A.	Affin-invariante Fourierdeskriptoren für Grauwertmuster [BibTeX]	1993	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{fe:diss, author = {A. Fenske}, title = {Affin-invariante {F}ourierdeskriptoren f{\"u}r {G}rauwertmuster}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1993} }
108	Kröner, S.	Die adaptive R-Transformation [BibTeX]	1993	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{kroen:ib1, author = {S. Kr{\"o}ner}, title = {Die adaptive {R}-{T}ransformation}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1993}, number = {4/93} }
107	Lang, B., Fenske, A., Ohlen, T. & Burkhardt, H. Ahlers, R.-J. (Eds.)	Objekterkennung mittels Fourierdeskriptoren auf einem parallelen Transputersystem mit Videobus [BibTeX]	1993	3. Symposium ``Bildverarbeitung '93''- Forschen, Entwickeln, Anwenden	inproceedings		[Postscript]
BibTeX: @inproceedings{la:fe:bu:essl, author = {B. Lang and A. Fenske and Ohlen, T. and H. Burkhardt}, title = {Objekterkennung mittels {F}ourierdeskriptoren auf einem parallelen {T}ransputersystem mit {V}ideobus}, booktitle = {3. Symposium ``Bildverarbeitung '93''- Forschen, Entwickeln, Anwenden}, editor = {R.-J. Ahlers}, publisher = {Technische Akademie Esslingen}, year = {1993}, pages = {125--136} }
106	Luo, A. & Burkhardt, H. Pöppl, S. J. & Handels, H. (Eds.)	Shape from Shading (SFS) und Integration von SFS und Stereo unter perspektivischer Projektion [BibTeX]	1993	15.~DAGM - Symposium ``Mustererkennung'' Lübeck	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:bu:dagm2, author = {A. Luo and H. Burkhardt}, title = {Shape from {S}hading ({SFS}) und {I}ntegration von {SFS} und {S}tereo unter perspektivischer {P}rojektion}, booktitle = {15.~DAGM - Symposium ``Mustererkennung''}, editor = {S. J. P{\"o}ppl and H. Handels}, publisher = {Reihe Informatik aktuell, Springer}, address = {L{\"u}beck}, year = {1993}, pages = {584--591} }
105	Luo, A. & Burkhardt, H. Pöppl, S. J. & Handels, H. (Eds.)	Bestimmung des optischen Flusses aus Bildfolgen unter Berücksichtigung von Diskontinuität und Okklusion [BibTeX]	1993	15.~DAGM - Symposium ``Mustererkennung'' Lübeck	inproceedings		[Postscript]
BibTeX: @inproceedings{luo:bu:dagm1, author = {A. Luo and H. Burkhardt}, title = {Bestimmung des optischen {F}lusses aus {B}ildfolgen unter {B}er{\"u}cksichtigung von {D}iskontinuit{\"a}t und {O}kklusion}, booktitle = {15.~DAGM - Symposium ``Mustererkennung''}, editor = {S. J. P{\"o}ppl and H. Handels}, publisher = {Reihe Informatik aktuell, Springer}, address = {L{\"u}beck}, year = {1993}, pages = {59--66} }
104	Fenske, A. Pöppl, S. J. & Handels, H. (Eds.)	Affin-invariante Erkennung von Grauwertmustern mit Fourierdeskriptoren [BibTeX]	1993	15.~DAGM - Symposium ``Mustererkennung'' Lübeck	inproceedings
BibTeX: @inproceedings{fe:dagm, author = {A. Fenske}, title = {Affin-invariante {E}rkennung von {G}rauwertmustern mit {F}ourierdeskriptoren}, booktitle = {15.~DAGM - Symposium ``Mustererkennung''}, editor = {S. J. P{\"o}ppl and H. Handels}, publisher = {Reihe Informatik aktuell, Springer}, address = {L{\"u}beck}, year = {1993}, pages = {75--83} }
103	Nölle, M.	Meps Rev.~3.0 -- A Parallel Message Passing System [BibTeX]	1993	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{Noe93, author = {M. N{\"o}lle}, title = {Meps Rev.~3.0 -- {A} {P}arallel {M}essage {P}assing {S}ystem}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1993}, number = {3/93} }
102	Strubenhoff, V. & Burkhardt, H.	Instationäre Analyse von Mehrphasenströmungen durch digitale Auswertung von Bildfolgen [BibTeX]	1993	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{bu:stru:sfb93, author = {Strubenhoff, V. and H. Burkhardt}, title = {Instation{\"a}re {A}nalyse von {M}ehrphasenstr{\"o}mungen durch digitale {A}uswertung von {B}ildfolgen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1993}, number = {2/93} }
101	Stoll, E. & Burkhardt, H.	Anwendung von Bildverarbeitungs- und automatischen Bildauswertemethoden für multispektrale und multisensorielle bildgebende Meßtechnik [BibTeX]	1993	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{sto:bu:sfb93, author = {E. Stoll and H. Burkhardt}, title = {Anwendung von {B}ildverarbeitungs- und automatischen {B}ildauswertemethoden f{\"u}r multispektrale und multisensorielle bildgebende {M}e{\ss}technik}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1993}, number = {1/93} }
100	Nölle, M. & Schreiber, G.	Einbettung von Gitter--Algorithmen in de Bruijn--Graphen [BibTeX]	1993	3. PASA Workshop Bonn, in Mitteilungen--Gesellschaft für Informatik e.V.	article		[Postscript]
BibTeX: @article{noe:schr:PASA93, author = {M. N{\"o}lle and G. Schreiber}, title = {Einbettung von {G}itter--{A}lgorithmen in de {B}ruijn--{G}raphen}, journal = {3. PASA Workshop Bonn, in Mitteilungen--Gesellschaft f{\"u}r Informatik e.V.}, year = {1993}, pages = {12--19} }
099	Burkhardt, H., Fischer, W. & Stoll, E.	Fast Tomographic 3-D Temperature Measurements on a Parallel Transputer System [BibTeX]	1993	Proc. of the Second Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation'' Karlsruhe, Germany	inproceedings
BibTeX: @inproceedings{bu:fi:sto, author = {H. Burkhardt and W. Fischer and E. Stoll}, title = {Fast {T}omographic 3-{D} {T}emperature {M}easurements on a {P}arallel {T}ransputer {S}ystem}, booktitle = {Proc. of the{ }Second Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation''}, address = {Karlsruhe, Germany}, year = {1993}, pages = {135--138} }
098	Burkhardt, H. & Strubenhoff, V.	Multispectral Vision-Guided Flame Control [BibTeX]	1993	Proc. of the Second Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation'' Karlsruhe, Germany	inproceedings
BibTeX: @inproceedings{bu:stru, author = {H. Burkhardt and Strubenhoff, V.}, title = {Multispectral {V}ision-{G}uided {F}lame {C}ontrol}, booktitle = {Proc. of the{ }Second Meeting of the European Concerted Action on Process Tomography (ECAPT), ``Process Tomography -- A Strategy for Industrial Exploitation''}, address = {Karlsruhe, Germany}, year = {1993}, pages = {17--20} }
097	Klaus, R.	Segmentation Based Sensor Fusion of Distorted Multiframe-Images [BibTeX]	1993	Proc. of the IEEE Winter Workshop on Nonlinear Digital Signal Processing Tampere, Finnland	inproceedings
BibTeX: @inproceedings{kl:tampere, author = {R. Klaus}, title = {Segmentation {B}ased {S}ensor {F}usion of {D}istorted {M}ultiframe-{I}mages}, booktitle = {Proc. of the{ }IEEE Winter Workshop on Nonlinear Digital Signal Processing}, address = {Tampere, Finnland}, year = {1993} }
096	Feng, J., Tao, W. & Burkhardt, H.	A Neural Network Approach to the Consistent Labeling Problem [BibTeX]	1993	Proc. of the IEEE Intern. Conf. on Neural Networks San Francisco, CA	inproceedings		[Postscript]
BibTeX: @inproceedings{feng:tao, author = {J. Feng and W. Tao and H. Burkhardt}, title = {A {N}eural {N}etwork {A}pproach to the {C}onsistent {L}abeling {P}roblem}, booktitle = {Proc. of the IEEE Intern. Conf. on Neural Networks}, address = {San Francisco, CA}, year = {1993}, volume = {II}, pages = {678--683} }
095	Nölle, M. & Schulz-Mirbach, H. Fuchs, S. & Hoffmann, R. (Eds.)	Vollständige algebraische Beschreibung und Parallelisierung von translations- und rotationsinvarianten Transformationen für Grauwertbilder [BibTeX]	1992	14.~DAGM - Symposium ``Mustererkennung'' Dresden	inproceedings		[Postscript]
BibTeX: @inproceedings{noe:hsm, author = {M. N{\"o}lle and H. Schulz-Mirbach}, title = {Vollst{\"a}ndige algebraische {B}eschreibung und {P}arallelisierung von translations- und rotationsinvarianten {T}ransformationen f{\"u}r {G}rauwertbilder}, booktitle = {14.~DAGM - Symposium ``Mustererkennung''}, editor = {S. Fuchs and R. Hoffmann}, publisher = {Reihe Informatik aktuell, Springer}, address = {Dresden}, year = {1992}, pages = {30--41} }
094	Burkhardt, H., Fenske, A. & Schulz-Mirbach, H.	Invariants for the Recognition of Planar Contour and Gray-Scale Images (Sonderheft zum 60. Geburtstag von Herrn Prof. Dr. F.~Mesch) [BibTeX]	1992	tm -- Technisches Messen	article
BibTeX: @article{bu:fe:hsm:tm, author = {H. Burkhardt and A. Fenske and H. Schulz-Mirbach}, title = {{I}nvariants for the {R}ecognition of {P}lanar {C}ontour and {G}ray-{S}cale {I}mages}, journal = {tm -- Technisches Messen}, year = {1992}, volume = {59}, number = {10}, pages = {398--407}, note = {Sonderheft zum 60. Geburtstag von Herrn Prof. Dr. F.~Mesch} }
093	Li, H. & Burkhardt, H.	Prototypentwicklung von Algorithmen zur Orientierungsbestimmung von Pralinen aufbauend auf Grauwertmerkmalen (II) - Realisierung und Beschreibung [BibTeX]	1992	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{li:bu:hae2, author = {H. Li and H. Burkhardt}, title = {Prototypentwicklung von {A}lgorithmen zur {O}rientierungsbestimmung von {P}ralinen aufbauend auf {G}rauwertmerkmalen ({II}) - {R}ealisierung und {B}eschreibung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1992}, number = {1/92} }
092	Schulz-Mirbach, H.	On the Existence of Complete Invariant Feature Spaces in Pattern Recognition [BibTeX]	1992	Proc. of the 11th International Conference on Pattern Recognition, Conference B: Pattern Recognition Methodology and Systems Den Haag	inproceedings		[Postscript]
BibTeX: @inproceedings{hsm:icpr, author = {H. Schulz-Mirbach}, title = {On the {E}xistence of {C}omplete {I}nvariant {F}eature {S}paces in {P}attern {R}ecognition}, booktitle = {Proc. of the{ }11th International Conference on Pattern Recognition, Conference B: Pattern Recognition Methodology and Systems}, address = {Den Haag}, year = {1992}, volume = {II}, pages = {178--182} }
091	Klaus, R. & Burkhardt, H.	Regularized Multiframe Restoration of Hubble Space and Ground-Based Telescope Images with Parallel Implementation [BibTeX]	1992	SPIE International Symposium on Optical & Optoelectronic - Applications of Digital Image Processing XV (Vol. 1771) San Diego	inproceedings
BibTeX: @inproceedings{kl:bu:spie, author = {R. Klaus and H. Burkhardt}, title = {Regularized {M}ultiframe {R}estoration of {H}ubble {S}pace and {G}round-{B}ased {T}elescope {I}mages with {P}arallel {I}mplementation}, booktitle = {SPIE International Symposium on Optical \& Optoelectronic - Applications of Digital Image Processing XV (Vol. 1771)}, address = {San Diego}, year = {1992} }
090	Fischer, W.	Flammenanalyse mittels tomographischer und multispektraler Bildverarbeitung [BibTeX]	1992	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{fi:diss, author = {W. Fischer}, title = {Flammenanalyse mittels tomographischer und multispektraler {B}ildverarbeitung}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1992} }
089	Nölle, M. & Burkhardt, H.	Paralleles Rechnen in der digitalen Bildverarbeitung und Mustererkennung [BibTeX]	1992	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{bu:noe:dfg10:1, author = {M. N{\"o}lle and H. Burkhardt}, title = {Paralleles {R}echnen in der digitalen {B}ildverarbeitung und {M}ustererkennung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1992}, number = {2/92} }
088	Burkhardt, H. Sideman, S. & Hijikata, K. (Eds.)	Image Analysis and Control of Combustion Processes (invited keynote lecture) [BibTeX]	1992	Proc. of the ``International Seminar on Imaging in Transport Processes'' Athen	inproceedings
BibTeX: @inproceedings{bu:ath, author = {H. Burkhardt}, title = {{I}mage {A}nalysis and {C}ontrol of {C}ombustion {P}rocesses (invited keynote lecture)}, booktitle = {Proc. of the ``International Seminar on Imaging in Transport Processes''}, editor = {S. Sideman and K. Hijikata}, publisher = {Begell House Inc. Publishers, New York, 1993}, address = {Athen}, year = {1992} }
087	Burkhardt, H. & Zisserman, A. (Eds.)	Invariants for Recognition [BibTeX]	1992	ESPRIT Basic Research Workshop at the ECCV 92, Santa Margherita Ligure, Italy	proceedings
BibTeX: @proceedings{bu:sml, title = {Invariants for Recognition}, editor = {H. Burkhardt and A. Zisserman}, organization = {ESPRIT Basic Research Workshop at the ECCV 92, Santa Margherita Ligure, Italy}, year = {1992} }
086	Burkhardt, H., Fenske, A. & Schulz-Mirbach, H. Burkhardt, H. & Zisserman, A. (Eds.)	Invariants for the Recognition of Planar Contour and Gray-Scale Images [BibTeX]	1992	ESPRIT Basic Research Workshop at the ECCV 92, Santa Margherita Ligure, Italy	inproceedings
BibTeX: @inproceedings{bu:fe:hsm:sml, author = {H. Burkhardt and A. Fenske and H. Schulz-Mirbach}, title = {{I}nvariants for the {R}ecognition of {P}lanar {C}ontour and {G}ray-{S}cale {I}mages}, editor = {H. Burkhardt and A. Zisserman}, organization = {ESPRIT Basic Research Workshop at the ECCV 92, Santa Margherita Ligure, Italy}, year = {1992}, pages = {1--26} }
085	Li, H. & Burkhardt, H.	Prototypentwicklung von Algorithmen zur Orientierungsschätzung von Pralinen aufbauend auf Grauwertmerkmalen (I) - Prinzip und Implementierung [BibTeX]	1991	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{li:bu:hae1, author = {H. Li and H. Burkhardt}, title = {Prototypentwicklung von {A}lgorithmen zur {O}rientierungssch{\"a}tzung von {P}ralinen aufbauend auf {G}rauwertmerkmalen ({I}) - {P}rinzip und {I}mplementierung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1991}, number = {3/91} }
084	Lang, B.	Digitale Bildverarbeitung mit kombinierter Pipeline- und Parallel-Architektur (Ersch. als Fortschrittbericht (Reihe 10, Nr. 208) der VDI-Zeitschriften, VDI-Verlag) [BibTeX]	1991	School: Technische Universität Hamburg-Harburg	phdthesis
BibTeX: @phdthesis{la:diss, author = {B. Lang}, title = {Digitale {B}ildverarbeitung mit kombinierter {P}ipeline- und {P}arallel-{A}rchitektur}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1991}, note = {Ersch. als Fortschrittbericht (Reihe 10, Nr. 208) der VDI-Zeitschriften, VDI-Verlag} }
083	Wu, X. F., Burkhardt, H., Diehl, N. & Schulz-Mirbach, H.	Bildsensoren [BibTeX]	1991	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{wu:bu:di, author = {X. F. Wu and H. Burkhardt and N. Diehl and H. Schulz-Mirbach}, title = {Bildsensoren}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1991} }
082	Luo, A., Perezowsky, M. & Burkhardt, H.	Prototypentwicklung eines Systems zur 3-D-Hinderniserkennung mit Anwendung im Bereich des Personenschutzes beim Betrieb von Gabelstaplern [BibTeX]	1991	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{luo:pe:bu, author = {A. Luo and M. Perezowsky and H. Burkhardt}, title = {Prototypentwicklung eines {S}ystems zur {3-D}-{H}inderniserkennung mit {A}nwendung im {B}ereich des {P}ersonenschutzes beim {B}etrieb von {G}abelstaplern}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1991}, number = {2/91} }
081	Fenske, A. & Burkhardt, H.	Affine Invariant Recognition of Gray Scale Objects by Fourier Descriptors [BibTeX]	1991	SPIE International Symposium on Optical & Optoelectronic - Applications of Digital Image Processing XIV (Vol. 1567) San Diego	inproceedings
BibTeX: @inproceedings{fe:bu:spie, author = {A. Fenske and H. Burkhardt}, title = {Affine {I}nvariant {R}ecognition of {G}ray {S}cale {O}bjects by {F}ourier {D}escriptors}, booktitle = {SPIE International Symposium on Optical \& Optoelectronic - Applications of Digital Image Processing XIV (Vol. 1567)}, address = {San Diego}, year = {1991} }
080	Schulz-Mirbach, H.	Ein Verfahren zur Klassifikation der Äquivalenzklassen einer Gruppenwirkung mit Anwendungen in der Mustererkennung [BibTeX]	1991	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport		[Postscript]
BibTeX: @techreport{hsm:ib191, author = {H. Schulz-Mirbach}, title = {Ein {V}erfahren zur {K}lassifikation der {{\"A}}quivalenzklassen einer {G}ruppenwirkung mit {A}nwendungen in der {M}ustererkennung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1991}, number = {1/91} }
079	Haralick, R. M., Lee, C., Ottenberg, K. & Nölle, M.	Analysis and Solutions of the Three Point Perspective Pose Estimation Problem [BibTeX]	1991	Proc. of the IEEE Comp. Society Conf. on ``Computer Vision and Pattern Recognition'' Lahaina, Maui, Hawai	inproceedings
BibTeX: @inproceedings{ha:noe:ot, author = {R. M. Haralick and C. Lee and K. Ottenberg and M. N{\"o}lle}, title = {Analysis and {S}olutions of the {T}hree {P}oint {P}erspective {P}ose {E}stimation {P}roblem}, booktitle = {Proc. of the IEEE Comp. Society Conf. on ``Computer Vision and Pattern Recognition''}, address = {Lahaina, Maui, Hawai}, year = {1991}, pages = {592--598} }
078	Arbter, K. & Burkhardt, H.	Ein Fourier-Verfahren zur Bestimmung von Merkmalen und Schätzung der Lageparameter ebener Kurven (eingeladener Beitrag) [BibTeX]	1991	Informationstechnik (it)	article
BibTeX: @article{ar:bu:it, author = {K. Arbter and H. Burkhardt}, title = {Ein {F}ourier-{V}erfahren zur {B}estimmung von {M}erkmalen und {S}ch{\"a}tzung der {L}ageparameter ebener {K}urven (eingeladener {B}eitrag)}, journal = {Informationstechnik (it)}, year = {1991}, pages = {19--26} }
077	Lang, B.	Leistungsmessung am Parallelen Transputersystem der TU-HH [BibTeX]	1990	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{la:ib390, author = {B. Lang}, title = {Leistungsmessung am {P}arallelen {T}ransputersystem der {TU-HH}}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1990}, number = {6/90} }
076	Fenske, A.	Translations-, rotations- und streckungsinvariante Fourierdeskriptoren für Grauwertmuster [BibTeX]	1990	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{fe:ib290, author = {A. Fenske}, title = {Translations-, rotations- und streckungsinvariante {F}ourierdeskriptoren f{\"u}r {G}rauwertmuster}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1990}, number = {5/90} }
075	Fischer, W.	Anwendung der digitalen Bildverarbeitung zur räumlichen Temperaturbestimmung in Flammen [BibTeX]	1990	Bild und Ton, Leipzig	article
BibTeX: @article{fi:but, author = {W. Fischer}, title = {Anwendung der digitalen {B}ildverarbeitung zur r{\"a}umlichen {T}emperaturbestimmung in {F}lammen}, journal = {Bild und Ton, Leipzig}, year = {1990}, volume = {43}, number = {8/9}, pages = {230--232} }
074	Burkhardt, H., Neuvo, Y. & Simon, J. C. (Eds.)	From Pixels to Features II - Parallelism in Image Processing [BibTeX]	1990	ESPRIT BRA 3035 Workshop, Bonas (F), August 1990	proceedings
BibTeX: @proceedings{bu:bonas2, title = {From Pixels to Features {II} - Parallelism in Image Processing}, editor = {H. Burkhardt and Y. Neuvo and J. C. Simon}, publisher = {North-Holland}, organization = {ESPRIT BRA 3035 Workshop, Bonas (F), August 1990}, year = {1990} }
073	Lang, B. & Burkhardt, H.	A Parallel Transputer System with Fast Pipeline Interconnection [BibTeX]	1990	SPIE International Symposium on Optical & Optoelectronic - Applications of Digital Image Processing XIII (Vol. 1349) San Diego	inproceedings		[Postscript]
BibTeX: @inproceedings{la:bu:spie, author = {B. Lang and H. Burkhardt}, title = {A {P}arallel {T}ransputer {S}ystem with {F}ast {P}ipeline {I}nterconnection}, booktitle = {SPIE International Symposium on Optical \& Optoelectronic - Applications of Digital Image Processing XIII (Vol. 1349)}, address = {San Diego}, year = {1990} }
072	Fischer, W. & Burkhardt, H.	Three-dimensional Temperature Measurement in Flames by Multispectral Tomographic Image Analysis [BibTeX]	1990	SPIE International Symposium on Optical & Optoelectronic - Applications of Digital Image Processing XIII (Vol. 1349) San Diego	inproceedings
BibTeX: @inproceedings{fi:bu:spie, author = {W. Fischer and H. Burkhardt}, title = {Three-dimensional {T}emperature {M}easurement in {F}lames by {M}ultispectral {T}omographic {I}mage {A}nalysis}, booktitle = {SPIE International Symposium on Optical \& Optoelectronic - Applications of Digital Image Processing XIII (Vol. 1349)}, address = {San Diego}, year = {1990} }
071	Burkhardt, H., Lang, B. & Nölle, M. Burkhardt, H., Neuvo, Y. & Simon, J. C. (Eds.)	Aspects of Parallel Image Processing Algorithms and Structures [BibTeX]	1990	ESPRIT BRA 3035 Workshop, Bonas (F), August 1990	inproceedings		[Postscript]
BibTeX: @inproceedings{bu:la:noe, author = {H. Burkhardt and B. Lang and M. N{\"o}lle}, title = {Aspects of {P}arallel {I}mage {P}rocessing {A}lgorithms and {S}tructures}, editor = {H. Burkhardt and Y. Neuvo and J. C. Simon}, publisher = {North-Holland}, organization = {ESPRIT BRA 3035 Workshop, Bonas (F), August 1990}, year = {1990}, pages = {65--84} }
070	Arbter, K., Snyder, W., Burkhardt, H. & Hirzinger, G.	Application of Affine-Invariant Fourier Descriptors to 3-D Objects [BibTeX]	1990	IEEE Trans. on Pattern Analysis and Machine Intelligence	article		[PDF]
BibTeX: @article{ar:bu:pami, author = {K. Arbter and W. Snyder and H. Burkhardt and G. Hirzinger}, title = {Application of {A}ffine-{I}nvariant {F}ourier {D}escriptors to {3-D} {O}bjects}, journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence}, year = {1990}, volume = {PAMI-12}, number = {7}, pages = {640--647} }
069	Fenske, A.	Affininvariante Erkennung überlappender Muster [BibTeX]	1990	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{fe:ib190, author = {A. Fenske}, title = {Affininvariante {E}rkennung {\"u}berlappender {M}uster}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1990}, number = {4/90} }
068	Minor, K.-U. & Burkhardt, H.	Instationäre Analyse von Mehrphasenströmungen durch digitale Auswertung von Bildfolgen [BibTeX]	1990	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{minor:bu:sfb90, author = {Minor, K.-U. and H. Burkhardt}, title = {Instation{\"a}re {A}nalyse von {M}ehrphasenstr{\"o}mungen durch digitale {A}uswertung von {B}ildfolgen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1990}, number = {3/90} }
067	Fischer, W. & Burkhardt, H.	Anwendung von Bildverarbeitungs- und automatischen Bildauswertemethoden auf multispektrale Bildaufnahmen von Mehrphasenströmungen [BibTeX]	1990	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{fi:bu:sfb90, author = {W. Fischer and H. Burkhardt}, title = {Anwendung von {B}ildverarbeitungs- und automatischen {B}ildauswertemethoden auf multispektrale {B}ildaufnahmen von {M}ehrphasenstr{\"o}mungen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1990}, number = {2/90} }
066	Arbter, K.	Affininvariante Fourierdeskriptoren ebener Kurven [BibTeX]	1990	School: Technische Universität Hamburg-Harburg	phdthesis		[PDF]
BibTeX: @phdthesis{ar:diss, author = {K. Arbter}, title = {Affininvariante {F}ourierdeskriptoren ebener {K}urven}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1990} }
065	Lang, B.	Paralleler Bildverarbeitungsrechner auf Transputerbasis - Programmier-Anleitung [BibTeX]	1990	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{la:ib90, author = {B. Lang}, title = {Paralleler {B}ildverarbeitungsrechner auf {T}ransputerbasis - {P}rogrammier-{A}nleitung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1990}, number = {1/90} }
064	Lang, B.	Ein paralleler Bildverarbeitungsrechner auf Transputerbasis mit schneller Pipelinekopplung [BibTeX]	1989	Symposium ``Bildverarbeitung - Forschen, Entwickeln, Anwenden''	inproceedings
BibTeX: @inproceedings{la:essl, author = {B. Lang}, title = {Ein paralleler {B}ildverarbeitungsrechner auf {T}ransputerbasis mit schneller {P}ipelinekopplung}, booktitle = {Symposium ``Bildverarbeitung - Forschen, Entwickeln, Anwenden''}, publisher = {Technische Akademie Esslingen}, year = {1989} }
063	Burkhardt, H., Höhne, K. H. & Neumann, B. (Eds.)	Mustererkennung 1989 [BibTeX]	1989	11.~DAGM - Symposium ``Mustererkennung'' Hamburg	proceedings
BibTeX: @proceedings{bu:dagm:hh, title = {Mustererkennung 1989}, editor = {H. Burkhardt and K. H. H{\"o}hne and B. Neumann}, publisher = {Informatik-Fachberichte, Springer, Bd. 219}, organization = {11.~DAGM - Symposium ``Mustererkennung''}, address = {Hamburg}, year = {1989} }
062	Lang, B. Burkhardt, H., Höhne, K. H. & Neumann, B. (Eds.)	Ein paralleles Transputersystem zur digitalen Bildverarbeitung mit schneller Pipelinekopplung (DAGM-Hauptpreis) [BibTeX]	1989	11.~DAGM - Symposium ``Mustererkennung'' Hamburg	inproceedings
BibTeX: @inproceedings{la:dagm, author = {B. Lang}, title = {Ein paralleles {T}ransputersystem zur digitalen {B}ildverarbeitung mit schneller {P}ipelinekopplung}, editor = {H. Burkhardt and K. H. H{\"o}hne and B. Neumann}, publisher = {Informatik-Fachberichte, Springer, Bd. 219}, organization = {11.~DAGM - Symposium ``Mustererkennung''}, address = {Hamburg}, year = {1989}, pages = {372--379}, note = {DAGM-Hauptpreis} }
061	Fischer, W. Burkhardt, H., Höhne, K. H. & Neumann, B. (Eds.)	Temperaturbestimmung in Flammen mittels multispektraler Aufnahmen und tomographischer Bildverarbeitung [BibTeX]	1989	11.~DAGM - Symposium ``Mustererkennung'' Hamburg	inproceedings
BibTeX: @inproceedings{fi:dagm, author = {W. Fischer}, title = {Temperaturbestimmung in {F}lammen mittels multispektraler {A}ufnahmen und tomographischer {B}ildverarbeitung}, editor = {H. Burkhardt and K. H. H{\"o}hne and B. Neumann}, publisher = {Informatik-Fachberichte, Springer, Bd. 219}, organization = {11.~DAGM - Symposium ``Mustererkennung''}, address = {Hamburg}, year = {1989}, pages = {145--152} }
060	Fenske, A. & Burkhardt, H.	Mustererkennung [BibTeX]	1989	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{fe:bu:me, author = {A. Fenske and H. Burkhardt}, title = {Mustererkennung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1989} }
059	Klaus, R. & Burkhardt, H.	Bildvorverarbeitung [BibTeX]	1989	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{kl:bu:bv, author = {R. Klaus and H. Burkhardt}, title = {Bildvorverarbeitung}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1989} }
058	Burkhardt, H.	Optimal Data Retrieval for High-Density Storage (invited paper) [BibTeX]	1989	COMP-EURO 89, Hamburg	inproceedings
BibTeX: @inproceedings{bu:compeuro, author = {H. Burkhardt}, title = {Optimal {D}ata {R}etrieval for {H}igh-{D}ensity {S}torage (invited paper)}, booktitle = {COMP-EURO 89, Hamburg}, publisher = {IEEE Comp. Soc. Press.}, year = {1989} }
057	Burkhardt, H. Simon, J. C. (Eds.)	Homogeneous Structures for Position-Invariant Feature Extraction [BibTeX]	1989	From the Pixels to the Features. COST 13 Workshop, Bonas (F), August 1988	inproceedings
BibTeX: @inproceedings{bu:bonas1, author = {H. Burkhardt}, title = {Homogeneous {S}tructures for {P}osition-{I}nvariant {F}eature {E}xtraction}, booktitle = {From the Pixels to the Features. COST 13 Workshop, Bonas (F), August 1988}, editor = {J. C. Simon}, publisher = {North-Holland}, year = {1989} }
056	Burkhardt, H.	On Nonlinear Methods in Image Processing and Pattern Recognition [BibTeX]	1988	Proc. of the IEEE Intern. Symposium on Circuits and Systems, ISCAS 88 Helsinki	inproceedings
BibTeX: @inproceedings{bu:hels, author = {H. Burkhardt}, title = {On {N}onlinear {M}ethods in {I}mage {P}rocessing and {P}attern {R}ecognition}, booktitle = {Proc. of the IEEE Intern. Symposium on Circuits and Systems, ISCAS 88}, address = {Helsinki}, year = {1988} }
055	Diehl, N. & Burkhardt, H. Linkwitz, K. & Hangleiter, U. (Eds.)	Motion Estimation in Image Sequences (invited paper) [BibTeX]	1989	International Workshop on ``High Precision Navigation'', Stuttgart, May 1988	inproceedings		[PDF]
BibTeX: @inproceedings{di:bu:nav, author = {N. Diehl and H. Burkhardt}, title = {Motion {E}stimation in {I}mage {S}equences (invited paper)}, booktitle = {International Workshop on ``High Precision Navigation'', Stuttgart, May 1988}, editor = {K. Linkwitz and U. Hangleiter}, publisher = {Springer}, year = {1989} }
054	Fischer, W. & Burkhardt, H.	Anwendung von Bildverarbeitungs- und automatischen Bildauswertemethoden auf multispektrale Bildaufnahmen von Mehrphasenströmungen [BibTeX]	1988	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{fi:bu:sfb88, author = {W. Fischer and H. Burkhardt}, title = {Anwendung von {B}ildverarbeitungs- und automatischen {B}ildauswertemethoden auf multispektrale {B}ildaufnahmen von {M}ehrphasenstr{\"o}mungen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1988}, number = {2/88} }
053	Diehl, N.	Methoden zur allgemeinen Bewegungsschätzung in Bildfolgen (Ersch. als Fortschrittbericht (Reihe 10, Nr. 92) der VDI-Zeitschriften, VDI-Verlag) [BibTeX]	1988	School: Technische Universität Hamburg-Harburg	phdthesis		[PDF]
BibTeX: @phdthesis{di:diss, author = {N. Diehl}, title = {Methoden zur allgemeinen {B}ewegungssch{\"a}tzung in {B}ildfolgen}, school = {Technische Universit{\"a}t Hamburg-Harburg}, year = {1988}, note = {Ersch. als Fortschrittbericht (Reihe 10, Nr. 92) der VDI-Zeitschriften, VDI-Verlag} }
052	Diehl, N. & Burkhardt, H.	Dreidimensionale Bewegungsschätzung bei Graubildfolgen [BibTeX]	1988	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{di:bu:dfg8, author = {N. Diehl and H. Burkhardt}, title = {Dreidimensionale {B}ewegungssch{\"a}tzung bei {G}raubildfolgen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1988}, number = {1/88} }
051	Nölle, M. & Burkhardt, H.	Digitale Simulation dynamischer Systeme I [BibTeX]	1988	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{noe:bu:sidas, author = {M. N{\"o}lle and H. Burkhardt}, title = {Digitale {S}imulation dynamischer {S}ysteme {I}}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1988} }
050	Diehl, N.	Schätzung dreidimensionaler Bewegungsparameter aus Bildfolgen (DAGM-Preis) [BibTeX]	1987	9.~DAGM - Symposium ``Mustererkennung'' Braunschweig	inproceedings
BibTeX: @inproceedings{di:dagm:br, author = {N. Diehl}, title = {Sch{\"a}tzung dreidimensionaler {B}ewegungsparameter aus {B}ildfolgen}, booktitle = {9.~DAGM - Symposium ``Mustererkennung''}, publisher = {Informatik-Fachberichte, Springer, Bd. 149}, address = {Braunschweig}, year = {1987}, pages = {272--276}, note = {DAGM-Preis} }
049	Diehl, N. & Burkhardt, H.	Dreidimensionale Bewegungsschätzung in Bildfolgen [BibTeX]	1987	Tagungsband des Abschlußkolloquiums - DFG Schwerpunkt: Digitale Signalverarbeitung Erlangen	inproceedings
BibTeX: @inproceedings{di:bu:erl, author = {N. Diehl and H. Burkhardt}, title = {Dreidimensionale {B}ewegungssch{\"a}tzung in {B}ildfolgen}, booktitle = {Tagungsband des Abschlu{\ss}kolloquiums - DFG Schwerpunkt: Digitale Signalverarbeitung}, address = {Erlangen}, year = {1987}, pages = {13--16} }
048	Fischer, W. & Burkhardt, H.	Digitale Simulation dynamischer Systeme II [BibTeX]	1987	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{fi:bu:sidas, author = {W. Fischer and H. Burkhardt}, title = {Digitale {S}imulation dynamischer {S}ysteme {II}}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1987} }
047	Lang, B. & Burkhardt, H.	Digital/Analog- und Analog/Digital-Wandler [BibTeX]	1987	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{la:bu:adda, author = {B. Lang and H. Burkhardt}, title = {Digital/{A}nalog- und {A}nalog/{D}igital-{W}andler}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1987} }
046	Schorb, H.	Maximum-a-posteriori Restauration von Bildern mit endlichem Grauwertvorrat [BibTeX]	1986	School: Universität Karlsruhe	phdthesis
BibTeX: @phdthesis{scho:diss, author = {H. Schorb}, title = {Maximum-a-posteriori {R}estauration von {B}ildern mit endlichem {G}rauwertvorrat}, school = {{Universit{\"a}t Karlsruhe}}, year = {1986} }
045	Diehl, N.	Schätzung dreidimensionaler Bewegungsparameter ebener Objekte in Bildfolgen [BibTeX]	1986	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{di:ib2, author = {N. Diehl}, title = {Sch{\"a}tzung dreidimensionaler {B}ewegungsparameter ebener {O}bjekte in {B}ildfolgen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1986}, number = {2/86} }
044	Diehl, N. & Burkhardt, H.	Planar Motion Estimation with a Fast Converging Algorithm [BibTeX]	1986	Proc. of the 8th International Conference on Pattern Recognition Paris	inproceedings		[PDF]
BibTeX: @inproceedings{di:bu:icpr, author = {N. Diehl and H. Burkhardt}, title = {Planar {M}otion {E}stimation with a {F}ast {C}onverging {A}lgorithm}, booktitle = {Proc. of the{ }8th International Conference on Pattern Recognition}, address = {Paris}, year = {1986} }
043	Burkhardt, H. & Diehl, N.	Simultaneous Estimation of Rotation and Translation in Image Sequences [BibTeX]	1986	Proc. of the European Signal Processing Conference, EUSIPCO-86 Den Haag	inproceedings		[PDF]
BibTeX: @inproceedings{bu:di:eusipco, author = {H. Burkhardt and N. Diehl}, title = {Simultaneous {E}stimation of {R}otation and {T}ranslation in {I}mage {S}equences}, booktitle = {Proc. of the European Signal Processing Conference, EUSIPCO-86}, address = {Den Haag}, year = {1986} }
042	Burkhardt, H.	Methoden der Digitalen Signalverarbeitung in der Bildverarbeitung und Mustererkennung (Übersichtsbeitrag) [BibTeX]	1986	8.~DAGM - Symposium ``Mustererkennung'' Paderborn	inproceedings
BibTeX: @inproceedings{bu:dagm:pa, author = {H. Burkhardt}, title = {Methoden der {D}igitalen {S}ignalverarbeitung in der {B}ildverarbeitung und {M}ustererkennung ({{\"U}}bersichtsbeitrag)}, booktitle = {8.~DAGM - Symposium ``Mustererkennung''}, publisher = {Informatik-Fachberichte, Springer, Bd. 25}, address = {Paderborn}, year = {1986}, pages = {43--55} }
041	Diehl, N. & Burkhardt, H.	Untersuchung schnell konvergierender Algorithmen zur Schätzung ebener Bildverschiebungen [BibTeX]	1986	Institute: Technische Informatik I, Technische Universität Hamburg-Harburg	techreport
BibTeX: @techreport{di:bu:dfg7, author = {N. Diehl and H. Burkhardt}, title = {Untersuchung schnell konvergierender {A}lgorithmen zur {S}ch{\"a}tzung ebener {B}ildverschiebungen}, institution = {Technische Informatik I, Technische Universit{\"a}t Hamburg-Harburg}, year = {1986}, number = {1/86} }
040	Canterakis, N.	Vollständige minimale Systeme von Polynominvarianten für die zyklischen Gruppen G(n) und für G(n) x G(n) [BibTeX]	1986	Tagungsband des 9. Kolloquiums - DFG Schwerpunkt: Digitale Signalverarbeitung Stuttgart	inproceedings
BibTeX: @inproceedings{ca, author = {N. Canterakis}, title = {Vollst{\"a}ndige minimale {S}ysteme von {P}olynominvarianten f{\"u}r die zyklischen {G}ruppen {G}(n) und f{\"u}r {G}(n) x {G}(n)}, booktitle = {Tagungsband des 9. Kolloquiums - DFG Schwerpunkt: Digitale Signalverarbeitung}, address = {Stuttgart}, year = {1986}, pages = {13--17} }
039	Burkhardt, H. & Schorb, H.	Sichtprüfung bei Digitalanzeigen [BibTeX]	1985	Tagungsband der VDI/VDE-GMR-Fachtagung ``Automatisierte Meßsysteme'', VDI-Bericht 566 Fellbach	inproceedings
BibTeX: @inproceedings{bu:scho, author = {H. Burkhardt and H. Schorb}, title = {Sichtpr{\"{u}}fung bei {D}igitalanzeigen}, booktitle = {Tagungsband der VDI/VDE-GMR-Fachtagung ``Automatisierte Me{\ss}systeme'', VDI-Bericht 566}, address = {Fellbach}, year = {1985} }
038	Burkhardt, H. & Barbosa, L. C.	Contributions to the Application of the Viterbi-Algorithm (IBM Research Report, RJ 3377(40413) 1/22/82, San Jose, Ca.) [BibTeX]	1985	IEEE Trans. on Information Theory	article
BibTeX: @article{bu:ba, author = {H. Burkhardt and L. C. Barbosa}, title = {Contributions to the {A}pplication of the {V}iterbi-{A}lgorithm}, journal = {IEEE Trans. on Information Theory}, year = {1985}, volume = {IT-31}, number = {5}, pages = {626--634}, note = {IBM Research Report, RJ 3377(40413) 1/22/82, San Jose, Ca.} }
037	Frydrychowicz, S.	Anwendung der Gruppentheorie auf Probleme der Mustererkennung (Ersch. als Fortschrittbericht (Reihe 10, Nr. 42) der VDI-Zeitschriften, VDI-Verlag) [BibTeX]	1985	School: Universität Karlsruhe	phdthesis
BibTeX: @phdthesis{fr:diss, author = {S. Frydrychowicz}, title = {Anwendung der {G}ruppentheorie auf {P}robleme der {M}ustererkennung}, school = {{Universit{\"a}t Karlsruhe}}, year = {1985}, note = {Ersch. als Fortschrittbericht (Reihe 10, Nr. 42) der VDI-Zeitschriften, VDI-Verlag} }
036	Burkhardt, H. & Lalla, R.	Studie zur automatisierten optischen Qualitätskontrolle von Delta-Steckverbindern [BibTeX]	1985	Institute: Institut für Meß- und Regelungstechnik, Universität Karlsruhe	techreport
BibTeX: @techreport{bu:la, author = {H. Burkhardt and R. Lalla}, title = {Studie zur automatisierten optischen {Qualit\"atskontrolle} von {D}elta-{S}teckverbindern}, institution = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1985}, number = {1/85} }
035	Diehl, N.	Untersuchung und Implementierung schnell konvergierender Algorithmen zur gleichzeitigen Schätzung von Rotation und Translation in Bildfolgen [BibTeX]	1985	Tagungsband des 8. Kolloquiums - DFG Schwerpunkt: Digitale Signalverarbeitung Frankfurt	inproceedings
BibTeX: @inproceedings{di:fra, author = {N. Diehl}, title = {Untersuchung und {I}mplementierung schnell konvergierender {A}lgorithmen zur gleichzeitigen {Sch\"atzung} von {R}otation und {T}ranslation in {B}ildfolgen}, booktitle = {Tagungsband des 8. Kolloquiums - DFG Schwerpunkt: Digitale Signalverarbeitung}, address = {Frankfurt}, year = {1985}, pages = {21--25} }
034	Burkhardt, H. & Diehl, N.	Vorstudie zur Verschiebungsmessung beim Mehrfarbendruck [BibTeX]	1984	Institute: Institut für Meß- und Regelungstechnik, Universität Karlsruhe	techreport
BibTeX: @techreport{bu:di:hd, author = {Burkhardt, H. and Diehl, N.}, title = {Vorstudie zur {V}erschiebungsmessung beim {M}ehrfarbendruck}, institution = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1984}, number = {1/84} }
033	Schorb, H. & Burkhardt, H. Kazmierczak, H. (Eds.)	Maximum-A-Posteriori Restauration gestörter Bilder unter Berücksichtigung von bekannten Bildsignaleinschränkungen [BibTeX]	1983	5.~DAGM - Symposium ``Mustererkennung'' Karlsruhe	inproceedings
BibTeX: @inproceedings{scho:bu:dagm:ka, author = {Schorb, H. and Burkhardt, H.}, title = {Maximum-{A}-{P}osteriori {R}estauration gest{\"o}rter {B}ilder unter {B}er{\"u}cksichtigung von bekannten {B}ildsignaleinschr{\"a}nkungen}, booktitle = {5.~DAGM - Symposium ``Mustererkennung''}, editor = {Kazmierczak, H.}, publisher = {VDE-Fachberichte 35, VDE-Verlag}, address = {Karlsruhe}, year = {1983} }
032	Schorb, H. & Burkhardt, H.	An Efficient Algorithm for Constrained Image Restoration with the Viterbi Algorithm [BibTeX]	1983	Proc. of the 27. SPIE International Symposium on Optical & Optoelectronic -Applications of Digital Image Processing IV (Vol. 432) San Diego	inproceedings
BibTeX: @inproceedings{scho:bu:spie, author = {Schorb, H. and Burkhardt, H.}, title = {An {E}fficient {A}lgorithm for {C}onstrained {I}mage {R}estoration with the {V}iterbi {A}lgorithm}, booktitle = {Proc. of the{ }27.\ SPIE International Symposium on Optical \& Optoelectronic -Applications of Digital Image Processing IV (Vol.\ 432)}, address = {San Diego}, year = {1983}, pages = {23--27} }
031	Arbter, K. & Burkhardt, H.	Ein Beitrag zur Anwendung von Fourierdeskriptoren zur lage- und größeninvarianten Objekterkennung [BibTeX]	1984	Zeitschrift für Flugwissenschaften und Weltraumforschung (ZFW)	article
BibTeX: @article{ar:bu:zfw, author = {Arbter, K. and Burkhardt, H.}, title = {Ein {B}eitrag zur {A}nwendung von {F}ourierdeskriptoren zur lage- und gr{\"o}{\ss}eninvarianten {O}bjekterkennung}, journal = {Zeitschrift f{\"u}r Flugwissenschaften und Weltraumforschung (ZFW)}, year = {1984}, volume = {8}, number = {1}, pages = {55--60} }
030	Müller, X. & Burkhardt, H.	Untersuchung schneller nichtlinearer Transformationen zur lageinvarianten Klassifikation von Objekten [BibTeX]	1982	Institute: Institut für Meß- und Regelungstechnik, Universität Karlsruhe	techreport
BibTeX: @techreport{mu:bu:dfg1, author = {M{\"u}ller, X. and Burkhardt, H.}, title = {Untersuchung schneller nichtlinearer {T}ransformationen zur lageinvarianten {K}lassifikation von {O}bjekten}, institution = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1982}, number = {1/82} }
029	Burkhardt, H.	A Parallel Processor Concept for Digital Signal Processing [BibTeX]	1982	Proc. of the International Workshop on Parallel Processing by Cellular Automata Berlin	inproceedings
BibTeX: @inproceedings{bu:cellaut, author = {H. Burkhardt}, title = {A {P}arallel {P}rocessor {C}oncept for {D}igital {S}ignal {P}rocessing}, booktitle = {Proc.\ of the International Workshop on Parallel Processing by Cellular Automata}, address = {Berlin}, year = {1982} }
028	Müller, X. & Burkhardt, H.	Two-Dimensional, Fast Translation Invariant Transforms with Improved Mapping Properties [BibTeX]	1982	Proc. of the 6th International Conference on Pattern Recognition München	inproceedings
BibTeX: @inproceedings{mu:bu:icpr:mu, author = {M{\"u}ller, X. and Burkhardt, H.}, title = {Two-{D}imensional, {F}ast {T}ranslation {I}nvariant {T}ransforms with {I}mproved {M}apping {P}roperties}, booktitle = {Proc. of the{ }6th International Conference on Pattern Recognition}, address = {M{\"u}nchen}, year = {1982}, pages = {427--430} }
027	Burkhardt, H. & Schorb, H.	Maximum-A-Posteriori Restoration of Images - An Application of the Viterbi Algorithm to Two-Dimensional Filtering [BibTeX]	1982	Proc. of the 6th International Conference on Pattern Recognition München	inproceedings		[PDF]
BibTeX: @inproceedings{bu:scho:icpr, author = {Burkhardt, H. and Schorb, H.}, title = {Maximum-{A}-{P}osteriori {R}estoration of {I}mages - {A}n {A}pplication of the {V}iterbi {A}lgorithm to {T}wo-{D}imensional {F}iltering}, booktitle = {Proc. of the{ }6th International Conference on Pattern Recognition}, address = {M{\"u}nchen}, year = {1982}, pages = {98--101} }
026	Müller, X.	Schnelle, translationsinvariante Transformationen zur Bearbeitung digitaler Grauwertbilder (Ersch. als Fortschrittbericht (Reihe 10, Nr. 17) der VDI-Zeitschriften, VDI-Verlag) [BibTeX]	1982	School: Universität Karlsruhe	phdthesis
BibTeX: @phdthesis{Mueller:diss, author = {X. M{\"u}ller}, title = {Schnelle, translationsinvariante {T}ransformationen zur {B}earbeitung digitaler {G}rauwertbilder}, school = {Universit{\"a}t Karlsruhe}, year = {1982}, note = {Ersch. als Fortschrittbericht (Reihe 10, Nr. 17) der VDI-Zeitschriften, VDI-Verlag} }
025	Canterakis, N., Burkhardt, H. & Müller, X.	Bemerkungen zu einer allgemeinen Klasse von schnellen Transformationen [BibTeX]	1982	Institute: Institut für Meß- und Regelungstechnik, Universität Karlsruhe	techreport
BibTeX: @techreport{ca:bu:mu, author = {Canterakis, N. and Burkhardt, H. and M{\"u}ller, X.}, title = {Bemerkungen zu einer allgemeinen {K}lasse von schnellen {T}ransformationen}, institution = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1982}, number = {1/82} }
024	Burkhardt, H.	Schnelle Strukturen zur parallelen Signalverarbeitung [BibTeX]	1981	Tagungsband der Wiss. Konferenz Informationstechnik zu Ehren Heinrich Barkhausens (D9) TU-Dresden	inproceedings
BibTeX: @inproceedings{bu:barkh, author = {H. Burkhardt}, title = {{S}chnelle {S}trukturen zur parallelen {S}ignalverarbeitung}, booktitle = {Tagungsband der Wiss.\ Konferenz Informationstechnik zu Ehren Heinrich Barkhausens (D9)}, address = {TU-Dresden}, year = {1981}, pages = {32--35} }
023	Burkhardt, H.	An Event-Driven Maximum-Likelihood Peak Position Detector for Run-Length-Limited Codes in Magnetic Recording (IBM Research Report, RJ 3167(38973) 6/24/81, San Jose, Ca.) [BibTeX]	1981	IEEE Trans. on Magnetics	article
BibTeX: @article{bu:mag, author = {H. Burkhardt}, title = {An {E}vent-{D}riven {M}aximum-{L}ikelihood {P}eak {P}osition {D}etector for {R}un-{L}ength-{L}imited {C}odes in {M}agnetic {R}ecording}, journal = {IEEE Trans.\ on Magnetics}, year = {1981}, volume = {MAG-17}, number = {6}, pages = {3337--3339}, note = {IBM Re\-search Report, RJ 3167(38973) 6/24/81, San Jose, Ca.} }
022	Burkhardt, H.	Phase Detection with Run-Length-Limited Codes [BibTeX]	1981	IBM Technical Disclosure Bulletin	article
BibTeX: @article{bu:ibm:disc, author = {H. Burkhardt}, title = {Phase {D}etection with {R}un-{L}ength-{L}imited {C}odes}, journal = {IBM Technical Disclosure Bulletin}, year = {1981}, volume = {24}, number = {1b}, pages = {683} }
021	Burkhardt, H., Metzdorff, W. & Schütte, H.	Verfahren zur automatischen Musterauswertung mit Hilfe schneller Bildverarbeitung und Schaltung zur Durchführung des Verfahrens (Patentschrift von 1978 (BRD Nr. 2813157, USA Nr. 4,254,399)) [BibTeX]	1978		unpublished
BibTeX: @unpublished{bu:me:schu, author = {Burkhardt, H. and Metzdorff, W. and Sch{\"u}tte, H.}, title = {Verfahren zur automatischen {M}usterauswertung mit {H}ilfe schneller {B}ildverarbeitung und {S}chaltung zur {D}urchf{\"u}hrung des {V}erfahrens}, year = {1978}, note = {Patentschrift von 1978 (BRD Nr. 2813157, USA Nr. 4,254,399)} }
020	Müller, X., Burkhardt, H. & Schütte, H.	Two-Dimensional, Fast Transforms with High Degree of Completeness for Translation Invariant Pattern Recognition Problems [BibTeX]	1980	Proc. of the 5th International Conference on Pattern Recognition Miami Beach, Florida	inproceedings
BibTeX: @inproceedings{mu:bu:schu, author = {M{\"u}ller, X. and Burkhardt, H. and Sch{\"u}tte, H.}, title = {Two-{D}imensional, {F}ast {T}ransforms with {H}igh {D}egree of {C}ompleteness for {T}ranslation {I}nvariant {P}attern {R}ecognition {P}roblems}, booktitle = {Proc. of the{ }5th International Conference on Pattern Recognition}, address = {Miami Beach, Florida}, year = {1980} }
019	Burkhardt, H. & Müller, X.	On Invariant Sets of a Certain Class of Fast Translation-Invariant Transforms [BibTeX]	1980	IEEE Trans. on Acoustics, Speech, and Signal Processing	article
BibTeX: @article{bu:mu:assp, author = {Burkhardt, H. and M{\"u}ller, X.}, title = {On {I}nvariant {S}ets of a {C}ertain {C}lass of {F}ast {T}ranslation-{I}nvariant {T}ransforms}, journal = {IEEE Trans. on Acoustics, Speech, and Signal Processing}, year = {1980}, volume = {ASSP-28}, number = {5}, pages = {517--523} }
018	Burkhardt, H.	Nichtlineare, schnelle Algorithmen für Probleme der Mustererkennung [BibTeX]	1979	Vorabdr. 24. Internationales Wissenschaftliches Kolloquium Technische Hochschule Ilmenau	inproceedings
BibTeX: @inproceedings{bu:ilm, author = {H. Burkhardt}, title = {Nichtlineare, schnelle {A}lgorithmen f{\"u}r {P}robleme der {M}ustererkennung}, booktitle = {Vorabdr.\ 24.\ Internationales Wissenschaftliches Kolloquium}, address = {Technische Hochschule Ilmenau}, year = {1979} }
017	Moll, H. & Burkhardt, H.	System Modelling with an Interactive, Digital Block-Diagram Simulation System for Minicomputers [BibTeX]	1979	Prepr. 4th International Symposium on System-Modelling-Control (SMC 4) Zakopane, Polen	inproceedings
BibTeX: @inproceedings{mo:bu:smc, author = {Moll, H. and Burkhardt, H.}, title = {System {M}odelling with an {I}nteractive, {D}igital {B}lock-{D}iagram {S}imulation {S}ystem for {M}inicomputers}, booktitle = {Prepr. 4th International Symposium on System-Modelling-Control (SMC 4)}, address = {Zakopane, Polen}, year = {1979} }
016	Burkhardt, H. & Moll, H.	A Modified Newton-Raphson Search for the Model-Adaptive Identification of Delays [BibTeX]	1979	Prepr. 5th IFAC Symposium on Identification and System Parameter Estimation Darmstadt	inproceedings
BibTeX: @inproceedings{bu:mo:dar, author = {Burkhardt, H. and Moll, H.}, title = {A {M}odified {N}ewton-{R}aphson {S}earch for the {M}odel-{A}daptive {I}dentification of {D}elays}, booktitle = {Prepr.\ 5th IFAC Symposium on Identification and System Parameter Estimation}, address = {Darmstadt}, year = {1979} }
015	Moll, H. & Burkhardt, H.	On an Interactive Digital Simulation System for Hybrid Structured Block Diagrams [BibTeX]	1979	Prepr. IFAC Symposium on Computer Aided Design of Control Systems Zürich	inproceedings
BibTeX: @inproceedings{mo:bu:zur, author = {Moll, H. and Burkhardt, H.}, title = {On an {I}nteractive {D}igital {S}imulation {S}ystem for {H}ybrid {S}tructured {B}lock {D}iagrams}, booktitle = {Prepr.\ IFAC Symposium on Computer Aided Design of Control Systems}, address = {Z{\"u}rich}, year = {1979} }
014	Burkhardt, H.	Transformationen zur lageinvarianten Merkmalgewinnung (Ersch. als Fortschrittbericht (Reihe 10, Nr. 7) der VDI-Zeitschriften, VDI-Verlag) [BibTeX]	1979	Institute: Universität Karlsruhe	phdthesis
BibTeX: @phdthesis{bu:hab, author = {H. Burkhardt}, title = {Transformationen zur lageinvarianten {M}erkmalgewinnung}, institution = {{Universit{\"a}t Karlsruhe}}, year = {1979}, note = {Ersch.\ als Fortschrittbericht (Reihe 10, Nr.\ 7) der VDI-Zeitschriften, VDI-Verlag} }
013	Burkhardt, H. Pichler, F. & Trappl, R. (Eds.)	The B-Transform - A New Approach to Translation Invariant Feature Extraction [BibTeX]	1982	Progress in Cybernetics and Systems Research, Vol. VI Washington D.C.	inproceedings		[PDF]
BibTeX: @inproceedings{bu:bt, author = {H. Burkhardt}, title = {The {B}-{T}ransform - {A} {N}ew {A}pproach to {T}ranslation {I}nvariant {F}eature {E}xtraction}, booktitle = {Progress in Cybernetics and Systems Research, Vol.\ VI}, editor = {Pichler, F. and Trappl, R.}, publisher = {Hemisphere Publ.\ Corps.}, address = {Washington D.C.}, year = {1982} }
012	Moll, H. & Burkhardt, H.	SIDAS - Ein interaktives Programmsystem zur blockorientierten digitalen Simulation dynamischer Systeme [BibTeX]	1978	Regelungstechnik (rt)	article
BibTeX: @article{bu:mo:rt, author = {Moll, H. and Burkhardt, H.}, title = {{SIDAS} - {E}in interaktives {P}rogrammsystem zur blockorientierten digitalen {S}imulation dynamischer {S}ysteme}, journal = {Regelungstechnik (rt)}, year = {1978}, volume = {26}, number = {2/3}, pages = {50--55,87--91} }
011	Burkhardt, H. & Moll, H.	Ein modifiziertes Newton-Raphson-Schema zur modelladaptiven Identifikation von Laufzeiten [BibTeX]	1978	Institute: Institut für Meß- und Regelungstechnik, Universität Karlsruhe	techreport		[PDF]
BibTeX: @techreport{bu:mo:mnr:ir, author = {Burkhardt, H. and Moll, H.}, title = {Ein modifiziertes {N}ewton-{R}aphson-{S}chema zur modelladaptiven {I}dentifikation von {L}aufzeiten}, institution = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1978}, number = {1/78} }
010	Burkhardt, H. Schmidt, G. (Eds.)	Ein externes Prozeßelement zur Ausgabe von Steuer- und Regelsignalen [BibTeX]	1977	GMR-GI-GfK-Fachtagung Prozeßrechner 1977	inproceedings
BibTeX: @inproceedings{bu:pro, author = {H. Burkhardt}, title = {Ein externes {P}roze{\ss}element zur {A}usgabe von {S}teuer- und {R}egelsignalen}, booktitle = {{GMR-GI-GfK-F}achtagung {P}roze{\ss}rechner 1977}, editor = {Schmidt, G.}, publisher = {Informatik-Fachberichte, Springer, Bd.\ 7}, year = {1977} }
009	Burkhardt, H. & others	DFG-Forschungsberichte Nr. I-VI über den Einsatz eines Prozeßrechensystems (PDP~11/45) auf den Gebieten Klimaregelung, Korrelationsmeßtechnik, Realisierung optimaler Regelungen und Mustererkennung [BibTeX]	1973-1979	Institute: Institut für Meß- und Regelungstechnik, Universität Karlsruhe	techreport
BibTeX: @techreport{bu:pdp, author = {Burkhardt, H. and others}, title = {{DFG}-{F}orschungsberichte {N}r.\ {I-VI} {\"u}ber den {E}insatz eines {P}roze{\ss}rechensystems ({PDP~11/45}) auf den {G}ebieten {K}limaregelung, {K}orrelationsme{\ss}technik, {R}ealisierung optimaler {R}egelungen und {M}ustererkennung}, institution = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1973-1979} }
008	Burkhardt, H., Altmann, H. & Lunderstädt, R.	Realisierung optimaler Regelungen - Einsatz und Implementierung moderner Regelungsmethoden zur optimalen Prozeßführung [BibTeX]	1976	Forschungsbericht KFK-PDV 87 Gesellschaft für Kernforschung mbH, Karlsruhe	inproceedings
BibTeX: @inproceedings{bu:al:lu, author = {Burkhardt, H. and Altmann, H. and Lunderst{\"a}dt, R.}, title = {Realisierung optimaler {R}egelungen - {E}insatz und {I}mplementierung moderner {R}egelungsmethoden zur optimalen {P}roze{\ss}f{\"u}hrung}, booktitle = {Forschungsbericht KFK-PDV 87}, organization = {Gesellschaft f{\"u}r Kernforschung mbH, Karlsruhe}, year = {1976} }
007	Burkhardt, H. Mesch, F. (Eds.)	Förderkorbregelung; Vergleich linearer und zeitoptimaler Entwurfsverfahren zur Lageregelung bei beschränkter Stellgröße [BibTeX]	1972	Anleitung zum Regelungstechnischen Praktikum Institut für Meß- und Regelungstechnik, Universität Karlsruhe	inproceedings
BibTeX: @inproceedings{bu:fkb, author = {H. Burkhardt}, title = {F{\"o}rderkorbregelung; {V}ergleich linearer und zeitoptimaler {E}ntwurfsverfahren zur {L}ageregelung bei beschr{\"a}nkter {S}tellgr{\"o}{\ss}e}, booktitle = {Anleitung zum Regelungstechnischen Praktikum}, editor = {Mesch, F.}, address = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1972} }
006	Altmann, H. & Burkhardt, H. Mesch, F. (Eds.)	Strömungsmechanische Schaltelemente [BibTeX]	1972	Anleitung zum Regelungstechnischen Praktikum Institut für Meß- und Regelungstechnik, Universität Karlsruhe	inproceedings
BibTeX: @inproceedings{al:bu, author = {Altmann, H. and Burkhardt, H.}, title = {Str{\"o}mungsmechanische {S}chaltelemente}, booktitle = {Anleitung zum Regelungstechnischen Praktikum}, editor = {Mesch, F.}, address = {{Institut f{\"u}r Me{\ss}- und Regelungstechnik, Universit{\"a}t Karlsruhe}}, year = {1972} }
005	Burkhardt, H.	Die Anwendung der Walsh-Transformation auf optimale Steuerungs- und Regelungsprobleme - eine neue Formulierung der direkten diskreten Lösung [BibTeX]	1975	Regelungstechnik (rt)	article
BibTeX: @article{bu:rt, author = {H. Burkhardt}, title = {Die {A}nwendung der {W}alsh-{T}ransformation auf optimale {S}teuerungs- und {R}egelungsprobleme - eine neue {F}ormulierung der direkten diskreten {L}{\"o}sung}, journal = {Regelungstechnik (rt)}, year = {1975}, volume = {23}, number = {9}, pages = {294--299} }
004	Burkhardt, H.	The Use of Walsh Functions in Optimal Control Theory [BibTeX]	1975	Proc. Symp. on Theory and Application of Walsh Functions Hatfield, Hertfordshire (GB)	inproceedings
BibTeX: @inproceedings{bu:hatf, author = {H. Burkhardt}, title = {The {U}se of {W}alsh {F}unctions in {O}ptimal {C}ontrol {T}heory}, booktitle = {Proc.\ Symp.\ on Theory and Application of Walsh Functions}, address = {Hatfield, Hertfordshire (GB)}, year = {1975} }
003	Burkhardt, H.	Realization of Optimal Control Algorithms in the Sequency Domain of the Walsh Transformation [BibTeX]	1975	Proc. Symp. on Electromagnetic Compatibility (EMC) Montreux (CH)	inproceedings
BibTeX: @inproceedings{bu:emc, author = {H. Burkhardt}, title = {Realization of {O}ptimal {C}ontrol {A}lgorithms in the {S}equency {D}omain of the {W}alsh {T}ransformation}, booktitle = {Proc.\ Symp.\ on Electromagnetic Compatibility (EMC)}, address = {Montreux (CH)}, year = {1975} }
002	Burkhardt, H.	Ein Beitrag zur Lösung optimaler Steuerungs- und Regelungsprobleme mit Hilfe der Walsh-Transformation [BibTeX]	1974	School: Universität Karlsruhe	phdthesis
BibTeX: @phdthesis{bu:diss, author = {H. Burkhardt}, title = {Ein {B}eitrag zur {L}{\"o}sung optimaler {S}teuerungs- und {R}egelungsprobleme mit {H}ilfe der {W}alsh-{T}ransformation}, school = {{Universit{\"a}t Karlsruhe}}, year = {1974} }
001	Fliege, N. & Burkhardt, H.	Synthesis of RC Active Filters with Prescribed Complex Pole Sensitivity [BibTeX]	1971	Nachrichtentechnische Zeitschrift (NTZ)	article
BibTeX: @article{fl:bu, author = {Fliege, N. and Burkhardt, H.}, title = {Synthesis of {RC} {A}ctive {F}ilters with {P}rescribed {C}omplex {P}ole {S}ensitivity}, journal = {Nachrichtentechnische Zeitschrift (NTZ)}, year = {1971}, volume = {24}, number = {9}, pages = {468--472} }

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