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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

Publications at Conferences and Workshops

2022
Osama Makansi, J. von Kügelgen, F. Locatello, P. Gehler, D. Janzing, Thomas Brox, B. Schölkopf
International Conference on Learning Representations (ICLR), 2022


IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022


European Conference on Computer Vision (ECCV) Workshops, 2022

 
2021

Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021


IEEE International Conference on Computer Vision (ICCV), 2021

Mohammadreza Zolfaghari, Y. Zhu, P. Gehler, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2021


A. Narayanan, A. Zela, Tonmoy Saikia, Thomas Brox, F. Hutter
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021

J. Hoffmann, S. Agnihotri, Tonmoy Saikia, Thomas Brox
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021


A. Tan, Tam Nguyen, M. Dax, M. Nießner, Thomas Brox
AAAI Conference on Artificial Intelligence, 2021
 
2020

Özgün Çiçek, Yassine Marrakchi, E. Antwi, B. DiVentura, Thomas Brox
MICCAI Workshop on Medical Image Learning with Less Labels and Imperfect Data, Springer, Vol.12446, 2020

Tam Nguyen, C. Mummadi, T. Ngo, Tam Nguyen, L. Beggel, Thomas Brox
International Conference on Learning Representations (ICLR), 2020

A. Zela, T. Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, F. Hutter
International Conference on Learning Representations (ICLR), 2020

Max Argus, L. Hermann, J. Long, Thomas Brox
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020


L. Hermann, Max Argus, A. Eitel, Artemij Amiranashvili, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), 2020

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR): 4354-4363, 2020

Advances in Neural Information Processing Systems (NeurIPS), Curran Associates, Inc., Vol.33: 22605--22618, 2020
 
2019

O. Mees, Maxim Tatarchenko, Thomas Brox, W. Burgard
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019

D. Kaljaca, Nikolaus Mayer, B. Vroegindeweij, A. Mencarelli, E. van Henten, Thomas Brox
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE: 5542--5549, Nov 2019

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

Maxim Tatarchenko, S. Richter, R. Ranftl, Z. Li, V. Koltun, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019


J. Facil, Benjamin Ummenhofer, Huizhong Zhou, L. Montesano, Thomas Brox, J. Civera
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019

C. Mummadi, Thomas Brox, J. Metzen
IEEE International Conference on Computer Vision (ICCV), 2019

IEEE International Conference on Computer Vision (ICCV), 2019

Christian Zimmermann, D. Ceylan, J. Yang, B. Russell, Max Argus, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2019

C. Mummadi, T. Genewein, D. Zhang, Thomas Brox, V. Fischer
German Conference on Pattern Recognition (GCPR), Springer, LNCS, 2019

Tam Nguyen, M. Dax, C. Mummadi, N. Ngo, Tam Nguyen, Z. Lou, Thomas Brox
Advances in Neural Information Processing Systems (NeurIPS), 2019
 
2018

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

Christian Zimmermann, T. Welschehold, C. Dornhege, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), 2018

IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2018

Jonas Uhrig, E. Rehder, B. Fröhlich, U. Franke, Thomas Brox
IEEE Intelligent Vehicles Symposium (IV), 2018




European Conference on Computer Vision (ECCV), 2018


Artemij Amiranashvili, A. Dosovitskiy, V. Koltun, Thomas Brox
Conference on Robot Learning (CoRL), 2018
 
2017

Gabriel Leivas Oliveira, N. Radwan, W. Burgard, Thomas Brox
International Symposium on Robotics Research (ISRR), 2017

T. Naseer, Gabriel Leivas Oliveira, Thomas Brox, W. Burgard
IEEE International Conference on Robotics and Automation (ICRA), IEEE , 2017



IEEE International Conference on Computer Vision (ICCV), 2017

Jonas Uhrig, N. Schneider, L. Schneider, U. Franke, Thomas Brox, A. Geiger
IEEE International Conference on 3D Vision (3DV), 2017


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



 
2016

A. Valada, Gabriel Leivas Oliveira, Thomas Brox, W. Burgard
Robotics: Science and Systems (RSS 2016) Workshop, Are the Sceptics Right? Limits and Potentials of Deep Learning in Robotics, 2016

Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer, LNCS, Vol.9901: 424--432, Oct 2016

A. Valada, Gabriel Leivas Oliveira, Thomas Brox, W. Burgard
International Symposium on Experimental Robotics (ISER 2016), 2016

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016

Gabriel Leivas Oliveira, A. Valada, C. Bollen, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), 2016


IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016

German Conference on Pattern Recognition (GCPR), 2016

Jonas Uhrig, M. Cordts, U. Franke, Thomas Brox
German Conference on Pattern Recognition (GCPR), 2016



V. Golkov, M. Skwark, A. Golkov, Alexey Dosovitskiy, Thomas Brox, J. Meiler, D. Cremers
Advances in Neural Information Processing Systems (NIPS), 2016

A. Nguyen, Alexey Dosovitskiy, J. Yosinski, Thomas Brox, J. Clune
Advances in Neural Information Processing Systems (NIPS), 2016

 
2015

Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer, LNCS, Vol.9351: 234--241, 2015

V. Golkov, Alexey Dosovitskiy, P. Sämann, J. Sperl, T. Sprenger, M. Czisch, M. Menzel, P. Gómez, A. Haase, Thomas Brox, D. Cremers
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2015

Peter Ochs, R. Ranftl, Thomas Brox, T. Pock
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), Springer, LNCS, Vol.9087: 654--665, 2015

Alexey Dosovitskiy, J. Springenberg, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015

IEEE International Conference on Computer Vision (ICCV), 2015

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

IEEE International Conference on Computer Vision (ICCV), 2015

Margret Keuper, E. Levinkov, N. Bonneel, G. Lavoue, Thomas Brox, B. Andres
IEEE International Conference on Computer Vision (ICCV), 2015


IEEE International Conference on Computer Vision (ICCV), 2015

J. Springenberg, Alexey Dosovitskiy, Thomas Brox, M. Riedmiller
ICLR (workshop track), 2015

German Conference on Pattern Recognition (GCPR), Springer, 2015

British Machine Vision Conference (BMVC), BMVA Press: 189.1--189.12, 2015

 
2014

Ahmed Abdulkadir, J. Peter, Olaf Ronneberger, Thomas Brox, S. Kloeppel
Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2014 - CADDementia Challenge, 2014

Ahmed Abdulkadir, Olaf Ronneberger, S. Tabrizi, S. Kloeppel
International Workshop on Pattern Recognition in Neuroimaging (PRNI) 2014: 1-4, 2014

Eddy Ilg, R. Kümmerle, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), 2014

F. Galasso, Margret Keuper, Thomas Brox, B. Schiele
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2014

German Conference on Pattern Recognition (GCPR), Springer, LNCS, 2014


Thomas Brox, F. Galasso, F. Li, J. Rehg, B. Schiele
European Conference on Computer Vision (ECCV), Springer, 2014

J. Quiroga, Thomas Brox, F. Devernay, J. Crowley
European Conference on Computer Vision (ECCV), 2014


Alexey Dosovitskiy, J. Springenberg, M. Riedmiller, Thomas Brox
Advances in Neural Information Processing Systems 27 (NIPS), 2014
 
2013

Dominic Mai, Philipp Fischer, T. Blein, J. Dürr, K. Palme, Thomas Brox, Olaf Ronneberger
Pattern Recognition (GCPR 2013), Springer, LNCS, Vol.8142: 205-214, 2013

Pattern Recognition (GCPR 2013), Springer, LNCS, Vol.8142: 215-224, 2013

F. Galasso, Naveen Shankar Nagaraja, T. Cardenas, Thomas Brox, B. Schiele
IEEE International Conference on Computer Vision (ICCV), Dec 2013

IEEE International Conference on Computer Vision (ICCV), 2013


 
2012

Pattern Recognition (Proc. DAGM), Springer, LNCS, 2012


IEEE International Symposium on Biomedical Imaging (ISBI): 1292 - 1295 , 2012

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012
 
2011

IEEE International Symposium on Biomedical Imaging (ISBI): 973 - 978, 2011

Thomas Brox, L. Bourdev, S. Maji, J. Malik
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2011

P. Sundberg, Thomas Brox, M. Maire, P. Arbelaez, J. Malik
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2011

 
2010

N. Sundaram, Thomas Brox, K. Keutzer
European Conference on Computer Vision (ECCV), Springer, LNCS, Sept. 2010

L. Bourdev, S. Maji, Thomas Brox, J. Malik
European Conference on Computer Vision (ECCV), Springer, LNCS, Sept. 2010

Thomas Brox, J. Malik
European Conference on Computer Vision (ECCV), Springer, LNCS, Sept. 2010
 
2009

C. Schmaltz, B. Rosenhahn, Thomas Brox, J. Weickert
Pattern Recognition (Proc. DAGM), Springer, LNCS, Sept. 2009

Thomas Brox, C. Bregler, J. Malik
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2009
 
2008

B. Rosenhahn, C. Schmaltz, Thomas Brox, J. Weickert, H. Seidel
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.5096: 385-395, Jun. 2008

B. Rosenhahn, Thomas Brox, D. Cremers, H. Seidel
International Workshop on Robot Vision, Springer, LNCS, Vol.4931: 98-110, Feb. 2008

Thomas Brox, O. Kleinschmidt, D. Cremers
International Workshop on Local and Nonlocal Approximation, Aug. 2008

C. Schmaltz, B. Rosenhahn, Thomas Brox, J. Weickert, L. Wietzke, G. Sommer
International Conference on Articulated Motion and Deformable Objects, Springer, LNCS, Vol.5098: 102-111, Jul. 2008

B. Rosenhahn, C. Schmaltz, Thomas Brox, D. Cremers, J. Weickert, H. Seidel
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2008

A. Wedel, C. Rabe, T. Vaudrey, Thomas Brox, U. Franke, D. Cremers
European Conference on Computer Vision (ECCV), Springer, LNCS, Vol.5302: 739-751, Oct. 2008
 
2007

K. Kolev, M. Klodt, Thomas Brox, D. Cremers
Workshop on Photometric Analysis for Computer Vision, Oct. 2007

B. Rosenhahn, Thomas Brox, D. Cremers, H. Seidel
Pattern Recognition (Proc. DAGM), Springer, LNCS, Sept. 2007

C. Schmaltz, B. Rosenhahn, Thomas Brox, D. Cremers, J. Weickert, L. Wietzke, G. Sommer
Pattern Recognition (Proc. DAGM), Springer, LNCS, Sept. 2007

A. Wedel, T. Schoenemann, Thomas Brox, D. Cremers
Pattern Recognition (Proc. DAGM), Springer, LNCS, Sept. 2007

Thomas Brox, B. Rosenhahn, D. Cremers, H. Seidel
International Workshop on Human Motion, Springer, LNCS, Vol.4814: 152-165, Oct. 2007

Thomas Brox, D. Cremers
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), Springer, LNCS, Vol.4485: 13-24, May 2007

Thomas Brox, D. Cremers
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), Springer, LNCS, Vol.4485: 203-213, May 2007

B. Rosenhahn, Thomas Brox, H. Seidel
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2007

C. Schmaltz, B. Rosenhahn, Thomas Brox, D. Cremers, J. Weickert, L. Wietzke, G. Sommer
Iberian Conference on Pattern Recognition and Image Analysis, Springer, LNCS, Jun. 2007

K. Kolev, M. Klodt, Thomas Brox, S. Esedoglu, D. Cremers
Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Springer, LNCS, Vol.4679: 441-452, Aug. 2007
 
2006

A. Wedel, U. Franke, J. Klappstein, Thomas Brox, D. Cremers
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.4174: 475-484, Sept. 2006

K. Kolev, Thomas Brox, D. Cremers
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.4174: 688-697, Sept. 2006

Thomas Brox, B. Rosenhahn, U. Kersting, D. Cremers
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.4174: 546-555, Apr. 2006

B. Rosenhahn, Thomas Brox, D. Cremers, H. Seidel
International Workshop on Combinatorial Image Analysis, Springer, LNCS, Vol.4040: 263-276, Jun. 2006

Thomas Brox, B. Rosenhahn, D. Cremers, H. Seidel
European Conference on Computer Vision (ECCV), Springer, LNCS, Vol.3952: 98-111, May 2006

Thomas Brox, A. Bruhn, J. Weickert
European Conference on Computer Vision (ECCV), Springer, LNCS, Vol.3951: 471-483, May 2006

Thomas Brox, Y. Kim, J. Weickert, W. Feiden
Bildverarbeitung in der Medizin, Springer: 86-90, Mar. 2006

J. Gall, B. Rosenhahn, Thomas Brox, U. Kersting, H. Seidel
Advances in Visual Computing, Springer, LNCS, Vol.4292: 59-69, Nov. 2006
 
2005

M. Breuß, Thomas Brox, T. Sonar, J. Weickert
Scale Space and PDE Methods in Computer Vision, Springer, LNCS: 536-547, Apr. 2005

M. Welk, D. Theis, Thomas Brox, J. Weickert
Scale Space and PDE Methods in Computer Vision, Springer, LNCS: 585-597, Apr. 2005

Thomas Brox, B. Rosenhahn, J. Weickert
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.3663: 109-116, Aug. 2005

B. Rosenhahn, U. Kersting, D. Smith, J. Gurney, Thomas Brox, R. Klette
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.3663: 109-116, Aug. 2005
 
2004

Thomas Brox, J. Weickert
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.3175: 415-423, Aug. 2004

Thomas Brox, J. Weickert
European Conference on Computer Vision (ECCV), Springer, LNCS, Vol.3022: 578-590, May 2004

Thomas Brox, A. Bruhn, N. Papenberg, J. Weickert
European Conference on Computer Vision (ECCV), Springer, LNCS, Vol.3024: 25-36, May 2004
 
2003

Thomas Brox, M. Welk, G. Steidl, J. Weickert
Scale Space Methods in Computer Vision, Springer, LNCS, Vol.2695: 86-100, Jun. 2003

M. Rousson, Thomas Brox, R. Deriche
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Vol.2: 699-704, Jun. 2003

Thomas Brox, M. Rousson, R. Deriche, J. Weickert
Computer Analysis of Images and Patterns, Springer, LNCS, Vol.2756: 353-360, Aug. 2003
 
2002

Thomas Brox, J. Weickert
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.2449: 446-453, Sept. 2002

J. Weickert, Thomas Brox
Inverse Problems, Image Analysis, and Medical Imaging, AMS: 251-268, Dec 2002
 
2001

Thomas Brox, D. Farin, P. de With
Symposium on Information and Communication Theory in the Benelux: 189-196, May 2001