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2018

Conference
ISOO_DL: Instance segmentation of overlapping biological objects using deep learning   Paperpaper-ISBI18_ISOO_final_030118_IEEE_CR.pdf doi>
Anton Böhm, A. Ücker, T. Jäger, Olaf Ronneberger, Thorsten Falk
15th International Symposium on Biomedical Imaging (ISBI), IEEE: 1225--1229, 2018

Others
Functional Magnetic Resonance Imaging in Alzheimer’ Disease Drug Development   doi>
S. Holiga, Ahmed Abdulkadir, S. Klöppel, J. Dukart
Springer, Vol.1750: 159--163, Mar 2018
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images   Paperpaper-AugmentedFlowNet.pdf
Osama Makansi, Eddy Ilg, Thomas Brox
Technical Report , arXiv:1808.06389, 2018
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy   Paper1809.04430.pdf
S. Nikolov, S. Blackwell, R. Mendes, J. De Fauw, C. Meyer, C. Hughes, H. Askham, B. Romera-Paredes, A. Karthikesalingam, C. Chu, D. Carnell, C. , D. D'Souza, S. Moinuddin, K. Sullivan, D. Consortium, H. Montgomery, G. Rees, R. Sharma, M. Suleyman, T. Back, J. Ledsam, Olaf Ronneberger
Technical Report , arXiv:1809.04430, Sep 2018
 
2017
Journal
A 3D digital atlas of the Nicotiana tabacum root tip and its use to investigate changes in the root apical meristem induced by the Agrobacterium 6b oncogene   doi>
T. Pasternak, T. Haser, Thorsten Falk, Olaf Ronneberger, K. Palme, L. Otten
The Plant Journal, 92(1): 31--42, Aug 2017
Efficient and Robust Deep Networks for Semantic Segmentation   Paperoliveira17ijrr.pdf doi> Code/data
Gabriel Leivas Oliveira, C. Bollen, W. Burgard, Thomas Brox
The International Journal of Robotics Research (IJRR), 2017
Real-world navigation in amnestic mild cognitive impairment - The relation to visuospatial memory and volume of hippocampal subregions   doi>
J. Peter, R. Sandkamp, L. Minkova, L. Schumacher, C. Kaller, Ahmed Abdulkadir, S. Kloeppel
Neuropsychologia, 109: 86--94, 2017
A new fate mapping system reveals context-dependent random or clonal expansion of microglia   doi>
T. Leng Tay, Dominic Mai, J. Dautzenberg, F. Fernández-Klett, G. Lin, S. , M. Datta, A. Drougard, T. Stempfl, A. Ardura-Fabregat, O. Staszewski, A. Margineanu, A. Sporbert, L. M Steinmetz, J. Andrew Pospisilik, S. Jung, J. Priller, D. Grün, Olaf Ronneberger, M. Prinz
Nature Neuroscience, 2017
An objective comparison of cell-tracking algorithms   doi>
V. Ulman, M. Maška, K. Magnusson, Olaf Ronneberger, C. Haubold, N. Harder, P. Matula, P. Matula, D. Svoboda, M. Radojevic, I. Smal, K. Rohr, J. Jaldén, H. Blau, O. Dzyubachyk, B. Lelieveldt, P. Xiao, Y. Li, S. Cho, A. Dufour, J. Olivo-Marin, C. Reyes-Aldasoro, J. Solis-Lemus, Robert Bensch, Thomas Brox, J. Stegmaier, R. Mikut, S. Wolf, F. Hamprecht, T. Esteves, P. Quelhas, Ö. Demirel, L. Malmström, F. Jug, P. Tomancák, E. Meijering, A. Muñoz-Barrutia, M. Kozubek, C. Ortiz-de-Solor
Nature Methods, 14: 1141-1152, 2017
Effective Image Differencing with Convolutional Neural Networks for Real-time Transient Hunting   Paperpaper-1710.01422.pdf doi>
Nima Sedaghat, A. Mahabal
Monthly Notices of the Royal Astronomical Society, 2017
Gland segmentation in colon histology images: The glas challenge contest   doi>
K. Sirinukunwattana, J. Pluim, H. Chen, X. Qi, P. Heng, Y. Guo, L. Wang, B. Matuszewski, E. Bruni, U. Sanchez, Anton Böhm, Olaf Ronneberger, B. Cheikh, D. Racoceanu, P. Kainz, M. Pfeiffer, M. Urschler, D. Snead, N. Rajpoot
Medical Image Analysis, 35: 489-502, 2017
Spatiotemporal Deformable Prototypes for Motion Anomaly Detection   doi> Code/data
Robert Bensch, N. Scherf, J. Huisken, Thomas Brox, Olaf Ronneberger
International Journal of Computer Vision, 122(3): 502--523, May 2017
Global, Dense Multiscale Reconstruction for a Billion Points   Paperummenhofer2017Global.pdf doi> Project
Benjamin Ummenhofer, Thomas Brox
International Journal of Computer Vision, 125(1-3): 82-94, 2017
Learning to Generate Chairs, Tables and Cars with Convolutional Networks   PaperChairs_PAMI.pdf doi>
Alexey Dosovitskiy, J. Springenberg, Maxim Tatarchenko, Thomas Brox
IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(4): 692-705, Apr 2017
Anodal tDCS Enhances Verbal Episodic Memory in Initially Low Performers   doi>
A. Habich, S. Kloeppel, Ahmed Abdulkadir, E. Scheller, C. Nissen, J. Peter
Frontiers in Human Neuroscience, 11(542): 542, 2017

Conference
Topometric Localization with Deep Learning   PaperOliveira17isrr.pdf
Gabriel Leivas Oliveira, N. Radwan, W. Burgard, Thomas Brox
International Symposium on Robotics Research (ISRR), 2017
Semantics-aware Visual Localization under Challenging Perceptual Conditions   Papernaseer17icra.pdf
T. Naseer, Gabriel Leivas Oliveira, Thomas Brox, W. Burgard
IEEE International Conference on Robotics and Automation (ICRA), IEEE , 2017
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data Driven Pooling  
Y. He, W. Chiu, Margret Keuper, M. Fritz
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Learning to Estimate 3D Hand Pose from Single RGB Images   Paperpaper-HandPose-from-SingleImages.pdf Project
Christian Zimmermann, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs   Paperpaper-ogn.pdf
Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2017
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection   Paperaction_chain.pdf Project
Mohammadreza Zolfaghari, Gabriel Leivas Oliveira, Nima Sedaghat, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2017
Sparsity Invariant CNNs  
Jonas Uhrig, N. Schneider, L. Schneider, U. Franke, Thomas Brox, A. Geiger
IEEE International Conference on 3D Vision (3DV), 2017
DeMoN: Depth and Motion Network for Learning Monocular Stereo   doi> Project
Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg, Alexey Dosovitskiy, Thomas Brox
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications   Papergraph_decomposition.pdf
E. Levinkov, Jonas Uhrig, S. Tang, M. Omran, E. Insafutdinov, A. Kirillov, C. Rother, Thomas Brox, B. Schiele, B. Andres
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks   Paperpaper-FlowNet_2_0__CVPR_old_version.pdf doi>
Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
End-to-End Learning of Video Super-Resolution with Motion Compensation  
Osama Makansi, Eddy Ilg, Thomas Brox
German Conference on Pattern Recognition (GCPR) 2017, 2017
Orientation-boosted voxel nets for 3D object recognition   PaperORION_bmvc.pdf
Nima Sedaghat, Mohammadreza Zolfaghari, E. Amiri, Thomas Brox
British Machine Vision Conference (BMVC), 2017

Others
Local Convergence of the Heavy-ball Method and iPiano for Non-convex Optimization   Paperochs_iAM_arXiv2017.pdf
Peter Ochs
Technical Report , arXiv:1606.09070 [math.OC], 2017
Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild   Paperpaper-1612.03777.pdf
Nima Sedaghat, Mohammadreza Zolfaghari, Thomas Brox
Technical Report , arXiv:1612.03777, 2017
Non-smooth Non-convex Bregman Minimization: Unification and new Algorithms   PaperAbstrBregMin.pdf
Peter Ochs, J. Fadili, Thomas Brox
Technical Report , arXiv:1707.02278 [math.OC], 2017

Display the complete list (367 publications)
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