@article {kappes_15_comparative, title = {A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems}, journal = {International Journal of Computer Vision}, year = {2015}, note = {1}, pages = {1-30}, doi = {10.1007/s11263-015-0809-x}, author = {J{\"o}rg H. Kappes and Bj{\"o}rn Andres and Fred A. Hamprecht and Christoph Schn{\"o}rr and Nowozin, S. and Dhruv Batra and Kim, S. and Bernhard X. Kausler and Thorben Kr{\"o}ger and Lellmann, J. and Komodakis, N. and Savchynskyy, B. and Carsten Rother} } @article {Kappes2015, title = {A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems}, journal = {Int.~J.~Comp.~Vision}, year = {2015}, note = {in press (preprint: arXiv:1404.0533)}, author = {J{\"o}rg H. Kappes and Bj{\"o}rn Andres and Fred A. Hamprecht and Christoph Schn{\"o}rr and Nowozin, S. and Dhruv Batra and Kim, S. and Bernhard X. Kausler and Thorben Kr{\"o}ger and Lellmann, J. and Komodakis, N. and Savchynskyy, B. and Carsten Rother} } @article {kappes_14_comparative, title = {A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems}, journal = {CoRR}, year = {2014}, note = {1}, url = {http://arxiv.org/abs/1404.0533}, author = {J{\"o}rg H. Kappes and Bj{\"o}rn Andres and Fred A. Hamprecht and Christoph Schn{\"o}rr and Nowozin, S. and Dhruv Batra and Kim, S. and Bernhard X. Kausler and Thorben Kr{\"o}ger and Lellmann, J. and Komodakis, N. and Savchynskyy, B. and Carsten Rother} } @article {Lenzen-et-al-14, title = {Solving Quasi-Variational Inequalities for Image Restoration with Adaptive Constraint Sets}, journal = {SIAM J. Imag. Sci.}, volume = {7}, number = {4}, year = {2014}, pages = {2139{\textendash}2174}, author = {Lenzen, F. and Lellmann, J. and Florian Becker and Schn{\"o}rr, C.} } @article {Lenzen-et-al-14, title = {Solving Quasi-Variational Inequalities for Image Restoration with Adaptive Constraint Sets}, journal = {SIAM J.~Imag.~Sci.}, volume = {7}, number = {4}, year = {2014}, pages = {2139--2174}, author = {Frank Lenzen and Lellmann, J. and Florian Becker and Christoph Schn{\"o}rr} } @article {lenzen_14_solving, title = {Solving QVIs for Image Restoration with Adaptive Constraint Sets}, journal = {SIAM Journal on Imaging Sciences (SIIMS), in press}, year = {2014}, note = {1}, author = {Frank Lenzen and Lellmann, J. and Florian Becker and Christoph Schn{\"o}rr} } @conference {lenzen_13_adaptive, title = {Adaptive Second-Order Total Variation: An Approach Aware of Slope Discontinuities}, booktitle = {Proceedings of the 4th International Conference on Scale Space and Variational Methods in Computer Vision SSVM}, volume = {7893}, year = {2013}, note = {1}, pages = {61-73}, publisher = {Springer}, organization = {Springer}, doi = {10.1007/978-3-642-38267-3_6}, author = {Frank Lenzen and Florian Becker and Lellmann, J.} } @article {lenzen_13_class, title = {A Class of Quasi-Variational Inequalities for Adaptive Image Denoising and Decomposition}, journal = {Computational Optimization and Applications (COAP)}, volume = {54 (2)}, year = {2013}, note = {1}, pages = {371-398}, doi = {10.1007/s10589-012-9456-0}, author = {Frank Lenzen and Florian Becker and Lellmann, J. and Stefania Petra and Christoph Schn{\"o}rr} } @conference {kappes_13_comparative, title = {A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems}, booktitle = {CVPR 2013. Proceedings}, year = {2013}, note = {1}, doi = {10.1109/CVPR.2013.175}, author = {J{\"o}rg H. Kappes and Bj{\"o}rn Andres and Fred A. Hamprecht and Christoph Schn{\"o}rr and Nowozin, S. and Dhruv Batra and Sungwoong, K. and Bernhard X. Kausler and Lellmann, J. and Komodakis, N. and Carsten Rother} } @article {Lellmann2013, title = {Discrete and Continuous Models for Partitioning Problems}, journal = {Int.~J.~Comp.~Visionz}, volume = {104}, number = {3}, year = {2013}, pages = {241-269}, doi = {http://dx.doi.org/10.1007/s11263-013-0621-4}, author = {Lellmann, J. and Lellmann, B. and Widmann, F. and Christoph Schn{\"o}rr} } @article {Lellmann-Schnoerr-SIIMS-11, title = {Continuous Multiclass Labeling Approaches and Algorithms}, journal = {SIAM J.~Imag.~Sci.}, volume = {4}, number = {4}, year = {2011}, pages = {1049-1096}, author = {Lellmann, J. and Christoph Schn{\"o}rr} } @article {Lellmann2011corr, title = {Continuous Multiclass Labeling Approaches and Algorithms}, journal = {CoRR}, volume = {abs/1102.5448}, year = {2011}, url = {http://arxiv.org/abs/1102.5448}, author = {Lellmann, J. and Schn{\"o}rr, C.} } @conference {lellmann_11_optimality, title = {Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem}, booktitle = {Energy Min. Meth. Comp. Vis. Patt. Recogn.}, year = {2011}, note = {1}, pages = {132-146}, publisher = {Springer}, organization = {Springer}, doi = {10.1234/12345678}, author = {Lellmann, J. and Frank Lenzen and Christoph Schn{\"o}rr} } @article {Lellmann2011csc, title = {Regularizers for Vector-Valued Data and Labeling Problems in Image Processing}, journal = {Control Systems and Computers}, volume = {2}, year = {2011}, pages = {43{\textendash}54}, author = {Lellmann, J. and Schn{\"o}rr, C.} } @conference {lenzen_11_variational, title = {Variational Image Denoising with Adaptive Constraint Sets}, booktitle = {Proceedings of the 3nd International Conference on Scale Space and Variational Methods in Computer Vision 2011, in press}, volume = {6667}, year = {2011}, note = {1}, pages = {206-217}, publisher = {Springer}, organization = {Springer}, doi = {10.1007/978-3-642-24785-9_18}, author = {Frank Lenzen and Florian Becker and Lellmann, J. and Stefania Petra and Christoph Schn{\"o}rr} } @techreport {Lellmann2010, title = {Continuous Multiclass Labeling Approaches and Algorithms}, year = {2010}, month = {Feb.}, institution = {Univ. of Heidelberg}, type = {Tech. Rep.}, url = {http://www.ub.uni-heidelberg.de/archiv/10460/}, author = {Lellmann, J. and Schn{\"o}rr, C.} } @conference {Lellmann2010a, title = {Fast and Exact Primal-Dual Iterations for Variational Problems in Computer Vision}, booktitle = {European Conference on Computer Vision (ECCV)}, volume = {6312}, year = {2010}, pages = {494--505}, publisher = {Springer Berlin / Heidelberg}, organization = {Springer Berlin / Heidelberg}, author = {Lellmann, J. and Breitenreicher, D. and Christoph Schn{\"o}rr}, editor = {Daniilidis, K. and Maragos, P. and Paragios, N.} } @conference {Lellmann2010a, title = {Fast and Exact Primal-Dual Iterations for Variational Problems in Computer Vision}, booktitle = {European Conference on Computer Vision (ECCV)}, series = {LNCS}, volume = {6312}, year = {2010}, pages = {494{\textendash}505}, publisher = {Springer Berlin / Heidelberg}, organization = {Springer Berlin / Heidelberg}, author = {Lellmann, J. and Breitenreicher, D. and Schn{\"o}rr, C.}, editor = {Daniilidis, K. and Maragos, P. and Paragios, N.} } @article {lellmann_10_optimality, title = {Optimality Bounds for Variational Relaxations of Optimal Partition Problems}, year = {2010}, note = {1}, author = {Lellmann, J. and Frank Lenzen and Christoph Schn{\"o}rr} } @conference {Lellmann-et-al-09a, title = {Convex Multi-Class Image Labeling by Simplex-Constrained Total Variation}, booktitle = {Scale Space and Variational Methods in Computer Vision (SSVM 2009)}, volume = {5567}, year = {2009}, pages = {150-162}, publisher = {Springer}, organization = {Springer}, author = {Lellmann, J. and J{\"o}rg H. Kappes and Yuan, J. and Florian Becker and Christoph Schn{\"o}rr}, editor = {Tai, X.-C. and M{\'o}rken, K. and Lie, K.-A. and Lysaker, M.} } @conference {lellmann_09_convex2, title = {Convex Multi-Class Image Labeling by Simplex-Constrained Total Variation}, booktitle = {Scale Space and Variational Methods in Computer Vision (SSVM 2009)}, volume = {5567}, year = {2009}, note = {1}, pages = {150-162}, publisher = {Springer}, organization = {Springer}, doi = {10.1007/978-3-642-02256-2_13}, author = {Lellmann, J. and J{\"o}rg H. Kappes and Yuan, J. and Florian Becker and Christoph Schn{\"o}rr and M{\'o}rken, K. and Lysaker, M.}, editor = {Tai, X.-C. and Lie, K.-A.} } @conference {Lellmann2009a, title = {Convex Optimization for Multi-Class Image Labeling with a Novel Family of Total Variation Based Regularizers}, booktitle = {IEEE International Conference on Computer Vision (ICCV)}, year = {2009}, pages = {646 -- 653}, author = {Lellmann, J. and Florian Becker and Christoph Schn{\"o}rr} } @conference {lellmann_09_convex, title = {Convex Optimization for Multi-Class Image Labeling with a Novel Family of Total Variation Based Regularizers}, booktitle = {Proceedings of the IEEE Conference on Computer Vision (ICCV 09) Kyoto, Japan}, year = {2009}, note = {1}, pages = {646-653}, doi = {10.1109/ICCV.2009.5459176}, author = {Lellmann, J. and Florian Becker and Christoph Schn{\"o}rr} } @techreport {Lellmann2008, title = {Convex Multi-Class Image Labeling by Simplex-Constrained Total Variation}, year = {2008}, institution = {IWR, University of Heidelberg}, url = {http://www.ub.uni-heidelberg.de/archiv/8759/}, author = {Lellmann, J. and J{\"o}rg H. Kappes and Yuan, J. and Florian Becker and Christoph Schn{\"o}rr} }