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Journal Articles
2015
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The Primal-Dual Hybrid Gradient Method for Semiconvex Splittings , In SIAM Journal on Imaging Sciences, volume 8, 2015.
2014
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Convex Relaxation of Vectorial Problems with Coupled Regularization , In SIAM Journal on Imaging Sciences, volume 7, 2014.
2013
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Tight Convex Relaxations for Vector-Valued Labeling , In SIAM Journal on Imaging Sciences, volume 6, 2013.
2012
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Total Cyclic Variation and Generalizations , In Journal of Mathematical Imaging and Vision, volume 47, 2012.
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The Natural Total Variation Which Arises from Geometric Measure Theory , In SIAM Journal on Imaging Sciences, volume 5, 2012.
2009
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Folgen von Höhenfußpunktdreiecken und ihre Grenzpunkte , In Elemente der Mathematik, volume 64, 2009.
Conference and Workshop Papers
2015
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Low Rank Priors for Color Image Regularization , In Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), 2015.
2014
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Real-Time Minimization of the Piecewise Smooth Mumford-Shah Functional , In European Conference on Computer Vision (ECCV), 2014. (Code available)
2013
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Proportion Priors for Image Sequence Segmentation , In IEEE International Conference on Computer Vision (ICCV), 2013. (oral presentation)
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Total Variation Regularization for Functions with Values in a Manifold , In IEEE International Conference on Computer Vision (ICCV), 2013.
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A Co-occurrence Prior for Continuous Multi-Label Optimization , In Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), 2013.
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Convex Optimization for Scene Understanding , In ICCV Workshop on Graphical Models for Scene Understanding, 2013.
2012
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A Convex Representation for the Vectorial Mumford-Shah Functional , In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
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Nonmetric Priors for Continuous Multilabel Optimization , In European Conference on Computer Vision (ECCV), Springer, 2012.
2011
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Generalized Ordering Constraints for Multilabel Optimization , In IEEE International Conference on Computer Vision (ICCV), 2011. (oral presentation)
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Tight Convex Relaxations for Vector-Valued Labeling Problems , In IEEE International Conference on Computer Vision (ICCV), 2011.
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Total Variation for Cyclic Structures: Convex Relaxation and Efficient Minimization , In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.
Technical Reports
2013
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Label Configuration Priors for Continuous Multi-Label Optimization , Technical report, , 2013.
Other Publications
2011
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Conference Report - CVPR 2011 , KI - Künstliche Intelligenz, volume 25, 2011.
Computer Vision & Artificial IntelligenceTUM School of Computation, Information and Technology
Technical University of Munich
Technical University of Munich
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