Thomas Brox

Postdoctoral Researcher

Computer Vision Group
Department of Computer Science
U.C. Berkeley

Office location:
Sutardja Dai Hall, 7th floor
Berkeley, CA, 94720-1758

E-Mail: Brox

Thomas Brox

Personal Publications Curriculum Vitae Collaborators Demo Videos Useful Links
All Selected Journals Conferences Bookchapters, Theses, Reports

Selected Publications

Optical Flow

T. Brox, C. Bregler, J. Malik
Large displacement optical flow,
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, June 2009.
Supplemental material: Demo Video
T. Brox, A. Bruhn, J. Weickert
Variational motion segmentation with level sets,
A. Leonardis and H. Bischof and A. Pinz (Eds.), European Conference on Computer Vision (ECCV) Graz, Austria, Springer, LNCS, Vol. 3951,  471-483, May 2006.
©Springer-Verlag Berlin Heidelberg 2006
(bibtex)
T. Brox, A. Bruhn, N. Papenberg, J. Weickert
High accuracy optical flow estimation based on a theory for warping,
T. Pajdla and J. Matas (Eds.), European Conference on Computer Vision (ECCV) Prague, Czech Republic, Springer, LNCS, Vol. 3024,  25-36, May 2004.
Received "The Longuet-Higgins Best Paper Award"
©Springer-Verlag Berlin Heidelberg 2004
(bibtex)

3D Pose Estimation and Human Tracking

T. Brox, B. Rosenhahn, J. Gall, D. Cremers
Combined region- and motion-based 3D tracking of rigid and articulated objects,
IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear.
T. Brox, B. Rosenhahn, D. Cremers, H.-P. Seidel
Nonparametric density estimation with adaptive anisotropic kernels for human motion tracking,
A. Elgammal and B. Rosenhahn and R. Klette (Eds.), Proc. 2nd International Workshop on Human Motion Rio de Janeiro, Brazil, Springer, LNCS, Vol. 4814,  152-165, October 2007.
(bibtex)

Segmentation

T. Brox, D. Cremers
On local region models and a statistical interpretation of the piecewise smooth Mumford-Shah functional
International Journal of Computer Vision, 84(2):184-193, June 2009.
For supplemental material see also the Technical report TR-2007-06, Dept. of Computer Science, University of Bonn, Bonn, Germany, September 2007
T. Brox, J. Weickert
Level Set Segmentation with Multiple Regions,
IEEE Transactions on Image Processing, 15,  3213-3218,  October 2006.
Revised version of Preprint No. 145, Department of Mathematics, Saarland University, Saarbrücken, Germany, July 2005.
(bibtex)

Texture

T. Brox, O. Kleinschmidt, D. Cremers
Efficient nonlocal means for denoising of textural patterns,
IEEE Transactions on Image Processing 17(7):1083-1092, July 2008.
T. Brox, J. Weickert
A TV flow based local scale estimate and its application to texture discrimination,
Journal of Visual Communication and Image Representation, 17,  1053-1073,  October 2006.
Revised version of Preprint No. 134, Department of Mathematics, Saarland University, Saarbrücken, Germany, April 2005.
(bibtex)