| Segmentation of moving objects by long term video analysis P Ochs, J Malik, T Brox Transactions on Pattern Analysis and Machine Intelligence 36 (6), 1187 - 1200, 2014 | 434 | 2014 |
| ipiano: Inertial proximal algorithm for non-convex optimization P Ochs, Y Chen, T Brox, T Pock SIAM Journal on Imaging Sciences (SIIMS) 7 (2), 1388--1419, 2014 | 306 | 2014 |
| Object segmentation in video: a hierarchical variational approach for turning point trajectories into dense regions P Ochs, T Brox 2011 International Conference on Computer Vision, 1583-1590, 2011 | 229 | 2011 |
| Higher order motion models and spectral clustering P Ochs, T Brox 2012 IEEE Conference on Computer Vision and Pattern Recognition, 614-621, 2012 | 195 | 2012 |
| On iteratively reweighted Algorithms for Non-smooth Non-convex Optimization in Computer Vision P Ochs, A Dosovitskiy, T Brox, T Pock SIAM Journal on Imaging Sciences (SIIMS) 8 (1), 331–372, 2015 | 138 | 2015 |
| iPiasco: Inertial proximal algorithm for strongly convex optimization P Ochs, T Brox, T Pock Journal of Mathematical Imaging and Vision, 2015 | 79 | 2015 |
| An iterated l1 Algorithm for Non-smooth Non-convex Optimization in Computer Vision P Ochs, A Dosovitskiy, T Brox, T Pock IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | 58 | 2013 |
| Multiview deblurring for 3-D images from light-sheet-based fluorescence microscopy M Temerinac-Ott, O Ronneberger, P Ochs, W Driever, T Brox, H Burkhardt IEEE Transactions on Image Processing 21 (4), 1863-1873, 2011 | 49 | 2011 |
| Bilevel optimization with nonsmooth lower level problems P Ochs, R Ranftl, T Brox, T Pock International Conference on Scale Space and Variational Methods in Computer …, 2015 | 43 | 2015 |
| Non-smooth non-convex Bregman minimization: Unification and new algorithms P Ochs, J Fadili, T Brox Journal of Optimization Theory and Applications 181 (1), 244-278, 2019 | 29 | 2019 |
| Unifying abstract inexact convergence theorems and block coordinate variable metric ipiano P Ochs SIAM Journal on Optimization 29 (1), 541-570, 2019 | 24* | 2019 |
| Techniques for gradient-based bilevel optimization with non-smooth lower level problems P Ochs, R Ranftl, T Brox, T Pock Journal of Mathematical Imaging and Vision 56 (2), 175-194, 2016 | 21 | 2016 |
| Local convergence of the heavy-ball method and ipiano for non-convex optimization P Ochs Journal of Optimization Theory and Applications 177 (1), 153-180, 2018 | 19 | 2018 |
| Convex-Concave backtracking for inertial Bregman proximal gradient algorithms in nonconvex optimization MC Mukkamala, P Ochs, T Pock, S Sabach SIAM Journal on Mathematics of Data Science 2 (3), 658-682, 2020 | 14 | 2020 |
| Robust interactive multi-label segmentation with an advanced edge detector S Müller, P Ochs, J Weickert, N Graf German Conference on Pattern Recognition, 117-128, 2016 | 10 | 2016 |
| Hierarchy of localized random forests for video annotation NS Nagaraja, P Ochs, K Liu, T Brox Joint DAGM (German Association for Pattern Recognition) and OAGM Symposium …, 2012 | 10 | 2012 |
| On quasi-Newton forward-backward splitting: Proximal calculus and convergence S Becker, J Fadili, P Ochs SIAM Journal on Optimization 29 (4), 2445-2481, 2019 | 9 | 2019 |
| Beyond alternating updates for matrix factorization with inertial Bregman proximal gradient algorithms MC Mukkamala, P Ochs Advances in Neural Information Processing Systems, 4266-4276, 2019 | 8 | 2019 |
| FSI schemes: fast semi-iterative solvers for PDEs and optimisation methods D Hafner, P Ochs, J Weickert, M Reißel, S Grewenig German Conference on Pattern Recognition, 91-102, 2016 | 8 | 2016 |
| Long term motion analysis for object level grouping and nonsmooth optimization methods P Ochs PhD thesis, Albert-Ludwigs-Universität Freiburg, 2015 | 7 | 2015 |
Thomas BroxProfessor at the University of Freiburg and Amazon ScholarVerified email at cs.uni-freiburg.de
