Thomas BroxProfessor for Pattern Recognition and Image ProcessingHead 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 |
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Journal Publications
2023
Modelling long-term thermal comfort conditions in urban environments using a deep convolutional encoder-decoder as a computational shortcut
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Urban Climate, 47, Jan 2023
2022
Neuron, 110(13): 2080-2093, Jul 2022
Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding
Paper
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Nature Communications, 2022
2021
IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(4): 1369-1379, 2021
Development, 148(21), 2021
Computer Vision and Image Understanding, 210: 103240, 2021
2020
International Journal of Computer Vision, 128: 756-769, 2020
IEEE Transactions on Pattern Analysis and Machine Intelligence, 42(1): 140-153, Jan 2020
2019
Nature Methods, 16: 67-70, 2019
Journal of Optimization Theory and Applications, 2019
2018
International Journal of Computer Vision, 126(11): 1199-1219, Nov 2018
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?
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Project
International Journal of Computer Vision, 126(9): 942-960, 2018
2017
The International Journal of Robotics Research (IJRR), 2017
Nature Methods, 14: 1141-1152, 2017
International Journal of Computer Vision, 125(1-3): 82-94, 2017
International Journal of Computer Vision, 122(3): 502--523, May 2017
IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(4): 692-705, Apr 2017
2016
Journal of Mathematical Imaging and Vision, 56(2): 175-194, Oct 2016
IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(9): 1734-1747, Oct 2016
IEEE Transactions on Medical Imaging, 35(5), 2016
2015
On iteratively reweighted algorithms for non-smooth non-convex optimization in computer vision
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SIAM Journal on Imaging Sciences, 8(1): 331-372, 2015
Journal of Mathematical Imaging and Vision, 53(2): 171-181, Oct 2015
2014
SIAM Journal on Imaging Sciences, 7(2): 1388-1419, 2014
Rotation-Invariant HOG Descriptors using Fourier Analysis in Polar and Spherical Coordinates
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Code/data
International Journal of Computer Vision, 106(3): 342-364, 2014
IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(6): 1187 - 1200, Jun 2014
2012
Nature Methods, 9(7): 735-742, 2012
Machine Vision and Applications, 23(3): 557-577, 2012
IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(3): 493-505, 2012
Fast rotation invariant 3D feature computation utilizing efficient local neighborhood operators
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Code/data
IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(8): 1563 - 1575 , 2012
IEEE Transactions on Image Processing, 21(4): 1863-1873, 2012
2011
International Journal of Computer Vision, 95(1): 29-51, 2011
Large displacement optical flow: descriptor matching in variational motion estimation
Paper
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Code/data
IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(3): 500-513, 2011
2010
Proceedings of the National Academy of Sciences, 107(47): 20388-20393, 2010
International Journal of Computer Vision, 87(1): 75-92, Jan 2010
Image and Vision Computing, 28(3): 376-390, Mar 2010
IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(3): 402-415, Mar 2010
2009
International Journal of Computer Vision, 84(1): 80-96, May 2009
On local region models and a statistical interpretation of the piecewise smooth Mumford-Shah functional
Paper
International Journal of Computer Vision, 84(2): 184-193, Jun. 2009
2008
IEEE Transactions on Image Processing, 17(7): 1083-1092, Jul. 2008
2007
International Journal of Computer Vision, 73(3): 243-262, Jul. 2007
Cytometry Part A, 71(1): 8-15, 2007
2006
Numerical Algorithms, 41(1): 79-101, Jan. 2006
Journal of Visual Communication and Image Representation, 17(5): 1053-1073, Oct. 2006
International Journal of Computer Vision, 67(2): 141-158, Apr. 2006
Image and Vision Computing, 24(1): 41-55, Jan. 2006
IEEE Transactions on Image Processing, 15(10): 3213-3218, Oct. 2006
2004
On the equivalence of soft wavelet shrinkage, total variation diffusion, total variation regularization, and SIDEs
Paper
SIAM Journal on Numerical Analysis, 42(2): 686-713, May 2004