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Thomas Brox

Professor for Pattern Recognition and Image Processing
Head of the Computer Vision Group

Department of Computer Science
University of Freiburg
Germany

Office location:
Georges-Köhler-Allee, Building 052, room 01-29/30
79110 Freiburg

Contact and consultation: make an appointment

Thomas Brox

Personal Contact Publications Curriculum Vitae
All Selected Journals Conferences

Selected Publications

Deep Learning
D. Nguyen, Z. Lou, M. Klar, Thomas Brox
IEEE International Conference on Machine Learning (ICML), 2019

IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(4): 692-705, Apr 2017


Optical Flow and Disparity
Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, P. Häusser, C. Hazırbaş, V. Golkov, P. Smagt, D. Cremers, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2015

Thomas Brox, J. Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(3): 500-513, 2011

Thomas Brox, A. Bruhn, N. Papenberg, J. Weickert
European Conference on Computer Vision (ECCV), Springer, LNCS, Vol.3024: 25-36, May 2004


3D Vision
IEEE International Conference on Computer Vision (ICCV), 2017


Biomedical Image Analysis
Thorsten Falk, Dominic Mai, Robert Bensch, Özgün Çiçek, Ahmed Abdulkadir, Yassine Marrakchi, Anton Böhm, J. Deubner, Z. Jäckel, K. Seiwald, A. Dovzhenko, O. Tietz, C. Dal Bosco, S. Walsh, D. Saltukoglu, T. Tay, M. Prinz, K. Palme, M. Simons, I. Diester, Thomas Brox, Olaf Ronneberger
Nature Methods, 16: 67-70, 2019

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

Deep Reinforcement Learning
Artemij Amiranashvili, A. Dosovitskiy, V. Koltun, Thomas Brox
Conference on Robot Learning (CoRL), 2018

Artemij Amiranashvili, A. Dosovitskiy, V. Koltun, Thomas Brox
International Conference on Learning Representations (ICLR), 2018

Video Segmentation
IEEE International Conference on Computer Vision (ICCV), 2015

Peter Ochs, J. Malik, Thomas Brox
IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(6): 1187 - 1200, Jun 2014