@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 Batra, D. and Kim, S. and Kausler, B.X. and Thorben Kr{\"o}ger and Lellmann, J. and Komodakis, N. and Savchynskyy, B. and Carsten Rother}
}
@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 Batra, D. and Kim, S. and Kausler, B. X. 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 Batra, D. and Kim, S. and Kausler, B. X. 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--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 Batra, D. and Sungwoong, K. and Kausler, B. X. 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 {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 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}
}
@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--54},
author = {Lellmann, J. and Christoph Schn{\"o}rr}
}
@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},
institution = {Univ. of Heidelberg},
url = {http://www.ub.uni-heidelberg.de/archiv/10460/},
author = {Lellmann, J. and Christoph Schn{\"o}rr}
}
@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.}
}
@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_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 {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 {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}
}