Scientific Interests

• Pattern Recognition

• Kernel Methods

• Machine Learning in Signal- and Imageprocessing

• Invariant and Equivariant Feature extraction

• Content-based Shape Retrieval

Project/Thesis Offers

• Algorithmen zu Klassifikation R�ischer Mnzen zur Kaiserzeit

Teaching

• OpenGL Sommercampus 2004

• Mustererkennung WS 04/05

• Matlab Sommercampus 2005

• Biometrie Seminar 2005

• Mustererkennung WS 05/06

Publications

Journal Papers / Book Chapter / Thesis

• Marco Reisert.
  "Group Integration Techniques in Pattern Analysis - A Kernel View"
  phd-thesis, Albert-Ludwigs-University, August 2008 (URL)

• Marco Reisert and Hans Burkhardt.
  "Spherical Tensor Calculus for Local Adaptive Filtering"
  to appear in 'Tensors in Image Processing and Computer Vision', Springer Verlag (preprint)

• Marco Reisert and Hans Burkhardt.
  "Complex Derivative Filters "
  in IEEE Transactions on Image Processing, volume 17, number 12, pages 2265-2274, December 2008

• Marco Reisert and Hans Burkhardt.
  "Equivariant Holomorphic Filters for Contour Denoising and Rapid Object Detection"
  in IEEE Transactions on Image Processing, volume 17, number 2, February 2008

• Maja Temerinac and Marco Reisert and Hans Burkhardt.
  "Invariant Features for Searching in Protein Fold Databases"
  in the International Journal on Computer Mathematics (IJCM), 'Special Issue on Bioinformatics', Volume 84, Issue 5, May 2007 , pages 635 - 651 (pdf)

• Marco Reisert and Hans Burkhardt.
  "Learning Equivariant Functions with Matrix Valued Kernels"
  in Journal on Machine Learning Research (JMLR), 8(Mar):385--408, 2007

• Marco Reisert and Hans Burkhardt.
  "Second Order 3D Shape Features: An Exhaustive Study"
  In Computers&Graphics "Special Issue on Shape Reasoning and Understanding" vol. 30, no. 2 , April 2006, (pdf)

Conference Contributions

• J. Fehr, M. Reisert and H. Burkhardt
  " Fast and Accurate Rotation Estimation on the 2-Sphere without Correspondences"
  accepted for ECCV 2008.

• M. Reisert and H. Burkhardt
  " Efficient Tensor Voting with 3D Tensorial Harmonics"
  CVPR Workshop on Tensors, 2008, Anchorage, Alaska

• J. Fehr, O. Ronneberger, J. Schulz, T. Schmidt, M. Reisert & H. Burkhardt
  " Invariance via Group-Integration: A Feature Framework for 3D Biomedical Image Analysis"
  Proceedings of Computer Graphics and Imaging (CGIM), 2008, Innsbruck, Austria

• Marco Reisert, Olaf Ronneberger and Hans Burkhardt
  " A Fast and Reliable Coin Recognition System"
  Proceedings of the DAGM'07, Heidelberg, pages 415-424, (pdf)

• Marco Reisert, Olaf Ronneberger and Hans Burkhardt
  " Holomorphic Filters for Object Detection"
  Proceedings of the DAGM'07, Heidelberg, pages 304-313, (pdf)

• Maja Temerinac, Marco Reisert and Hans Burkhardt
  " SHREC'07 - Protein Retrieval Challenge
  Proceedings of Shape Modelling International 2007 Lyon, France (pdf)

• Maja Temerinac, Marco Reisert and Hans Burkhardt
  " Protein structure description by invariant features for classification and retrieval in large data bases
  Image Analysis and in Vivo Pharmachology (IAVP) Roskilde, Denmark

• Marco Reisert, Olaf Ronneberger and Hans Burkhardt
  "An Efficient Gradient Based Registration Technique for Coin Recognition"
  Competetion winning program!
  Proceedings of the Muscle CIS Coin Competition Workshop, Sep.11, 2006, Berlin, Germany, pages 19-31 (pdf)

• Marco Reisert and Hans Burkhardt
  "Irreducible Group Representation for 3D Shape Description"
  Proceedings of the DAGM'06, Berlin, Germany, pages 132-142 (pdf)

• Marco Reisert and Hans Burkhardt
  "Feature Selection for Retrieval Purposes"
  Proceedings of the ICIAR'06, Pavoa do Varzim, Portugal, Vol.1, pages 661-672 (pdf)

• Marco Reisert and Hans Burkhardt.
  "Invariant Features for 3D-Data based on Group Integration using Directional Information and Spherical Harmonic Expansion"
  Proceedings of the ICPR'06, Hong Kong, pages - (pdf)

• Marco Reisert and Hans Burkhardt.
  "Averaging Similarity Weighted Group Representations for Pose Estimation"
  In Proceedings of Image and Vision Computing New Zealand 2005, IVCNZ'05, pages 438-443 (pdf)

• H. Burkhardt and M. Reisert and H. Li.
  "Invariants for Discrete Structures - An Extension of Haar Integrals over Transformation Groups of Dirac Delta Functions", (pdf)
  In C.  E. Rasmussen and H.  H.  Bülthoff and M.  A. Giese and B.  Schölkopf, editors Proceedings of the 26th DAGM Symposium, Tübingen, Germany, Aug./Sep. 2004.

  
  

Technical Reports

• Marco Reisert.
  "Harmonic Filters in 3D - Theory and Applications "
  Albert-Ludwigs-Universität Freiburg, Internal Report 1, February 2009 (pdf)

• Marco Reisert.
  "Efficient Tensor Voting with 3D Tensorial Harmonics "
  Albert-Ludwigs-Universität Freiburg, Internal Report 2, February 2008 (pdf)

• Marco Reisert.
  "Rotation Invariant Object Detection with Matrix-Valued Kernels"
  Albert-Ludwigs-Universität Freiburg, Internal Report 1, January 2008 (pdf)

• Marco Reisert.
  "Spherical Derivatives for Steerable Filtering in 3D"
  Albert-Ludwigs-Universität Freiburg, Internal Report 3, November 2007 (pdf)

• Marco Reisert.
  "Equivariant Holomorphic Filters - Theory and Applications"
  Albert-Ludwigs-Universität Freiburg, Internal Report 2, April 2007 (pdf)

• Marco Reisert.
  "Learning Equivariant Functions with Matrix Valued Kernels - Theory and Applications"
  Albert-Ludwigs-Universität Freiburg, Internal Report 1, June 2006 (pdf)

• Marco Reisert.
  "The Connection of Shape Distributions and Haar Integrals"
  Albert-Ludwigs-Universität Freiburg, Internal Report 3, April 2005 (pdf)

• Marco Reisert.
  "A New Technique For Matching in Large Databases"
  Albert-Ludwigs-Universität Freiburg, Internal Report 1, March 2005 (pdf)

• Marco Reisert,  Diploma Thesis
  "Invariante Merkmalsextraktion für Drahgittermodelle", Albert-Ludwigs-Universiät Freiburg, Feb 2004, (pdf), Slides (pdf)

Software

• Complex Steerable Filters (tgz)

Supervised Student Thesis

• Maja Temerinac, Algorithmen zur merkmalsbasierten Protein Suche und Klassifikation Januar 2006

• Christoph Sommer, Translation- und rotationsinvariante Merkmale höherer Ordnung zur Pollenerkennung, August 2005

• Marei Hopert, Merkmalsbasierte Proteinklassifikation, Oktober 2005

• Maja Temerinac, Invariant Feature Extraction for Protein Fold Recognition, Mai 2005

Web Demos

• PSF search (experimental Protein Search)

• Coin Retrieval Demo (types)