Peter Ochs
Title
Cited by
Cited by
Year
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
4222014
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
2972014
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
2272011
Higher order motion models and spectral clustering
P Ochs, T Brox
2012 IEEE Conference on Computer Vision and Pattern Recognition, 614-621, 2012
1942012
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
1322015
iPiasco: Inertial proximal algorithm for strongly convex optimization
P Ochs, T Brox, T Pock
Journal of Mathematical Imaging and Vision, 2015
772015
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
562013
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
482011
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
402015
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
282019
Unifying abstract inexact convergence theorems and block coordinate variable metric ipiano
P Ochs
SIAM Journal on Optimization 29 (1), 541-570, 2019
23*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
202016
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
182018
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
122020
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
102016
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
102012
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
92019
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
82016
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
62019
Long term motion analysis for object level grouping and nonsmooth optimization methods
P Ochs
PhD thesis, Albert-Ludwigs-Universität Freiburg, 2015
62015
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Articles 1–20