Publications
] (2005). A Study of Non-Smooth Convex Flow Decomposition. Proc.~Variational, Geometric and Level Set Methods in Computer Vision. Springer. 3752 1--12
(2007). Median and related local filters for tensor-valued images. Signal Processing. 87 291-308
Technical Report (1007.29 KB)
Technical Report (1007.29 KB) (2008). Convex Multi-Class Image Labeling By Simplex-Constrained Total Variation. IWR, University of Heidelberg. http://www.ub.uni-heidelberg.de/archiv/8759/ Technical Report (2.6 MB)
Technical Report (2.6 MB) (2008). Decomposition of Quadratric Variational Problems. Pattern Recognition -- 30th DAGM Symposium. 5096 325--334
(2008). Decomposition of Quadratric Variational Problems. Pattern Recognition -- 30th DAGM Symposium. Springer Verlag. 5096 325--334 Technical Report (1.29 MB)
Technical Report (1.29 MB) (2008). A Variational Approach to Adaptive Correlation for Motion Estimation
in Particle Image Velocimetry". Pattern Recognition -- 30th DAGM Symposium. 5096 335-344
(2008). A Variational Approach to Adaptive Correlation for Motion Estimation in Particle Image Velocimetry. Pattern Recognition -- 30th DAGM Symposium. Springer Verlag. 5096 335--344 Technical Report (1.82 MB)
Technical Report (1.82 MB) (2008). Variational Correlation Approach to Flow Measurement with Window Adaption. 14th International Symposium on Applications of Laser Techniques to Fluid Mechanics. 1.1.3 Technical Report (3.37 MB)
Technical Report (3.37 MB) (2008). Variational Correlation Approach to Flow Measurement with Window
Adaption. 14th International Symposium on Applications of Laser Techniques
to Fluid Mechanics. 1.1.8
(2009). Convex Multi-Class Image Labeling by Simplex-Constrained Total Variation. Scale Space and Variational Methods in Computer Vision (SSVM 2009). Springer. 5567 150-162
(2009). Convex Multi-Class Image Labeling by Simplex-Constrained Total Variation. Scale Space and Variational Methods in Computer Vision (SSVM 2009). Springer. 5567 150-162 Technical Report (1.75 MB)
Technical Report (1.75 MB) (2009). Convex Optimization for Multi-Class Image Labeling with a Novel Family
of Total Variation Based Regularizers. Proceedings of the IEEE Conference on Computer Vision (ICCV 09) Kyoto, Japan. 646-653
(2009). Convex Optimization for Multi-Class Image Labeling with a Novel Family of Total Variation Based Regularizers. IEEE International Conference on Computer Vision (ICCV). 646 -- 653 Technical Report (930.18 KB)
Technical Report (930.18 KB) (2009). Variational Correlation and Decomposition Methods for Particle Image Velocimetry. Heidelberg University, Faculty of Mathematics and Computer Sciences. http://www.ub.uni-heidelberg.de/archiv/9766/
(2011). Variational Adaptive Correlation Method for Flow Estimation. IEEE Transactions on Image Processing. 21, 6 3053 - 3065
(2011). Variational Image Denoising with Adaptive Constraint Sets. Proceedings of the 3nd International Conference on Scale Space and
Variational Methods in Computer Vision 2011, in press. Springer. 6667 206-217
(2011). Variational Recursive Joint Estimation of Dense Scene Structure and
Camera Motion from Monocular High Speed Traffic Sequences. 2011 IEEE International Conference on Computer Vision ICCV. 1692-1699
(2011). Variational Recursive Joint Estimation of Dense Scene Structure and Camera Motion from Monocular High Speed Traffic Sequences. 2011 IEEE International Conference on Computer Vision (ICCV). 1692 -- 1699 Technical Report (4.9 MB)
Technical Report (4.9 MB) (2012). Variational Adaptive Correlation Method for Flow Estimation. IEEE Transactions on Image Processing. 21 3053 -- 3065 Technical Report (18.81 MB)
Technical Report (18.81 MB) (2012). Variational Image Denoising with Adaptive Constraint Sets. LNCS. Springer. 206-217 Technical Report (649.03 KB)
Technical Report (649.03 KB) (2013). Adaptive Second-Order Total Variation: An Approach Aware of Slope
Discontinuities. Proceedings of the 4th International Conference on Scale Space and
Variational Methods in Computer Vision SSVM. Springer. 7893 61-73
(2013). Adaptive Second-Order Total Variation: An Approach Aware of Slope Discontinuities. Proceedings of the 4th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM) 2013. Springer. 54 371--398 Technical Report (702.08 KB)
Technical Report (702.08 KB) (2013). B-SMART: Bregman-Based First-Order Algorithms for Non-Negative
Compressed Sensing Problems. Proceedings of the 4th International Conference on Scale Space and
Variational Methods in Computer Vision SSVM. 110-124
(2013). B-SMART: Bregman-Based First-Order Algorithms for Non-Negative Compressed Sensing Problems. Proceedings of the 4th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM) 2013. Springer. 7893 110-124 Technical Report (1.15 MB)
Technical Report (1.15 MB) (2013). A Class of Quasi-Variational Inequalities for Adaptive Image Denoising
and Decomposition. Computational Optimization and Applications (COAP). 54 (2) 371-398
(2013). A class of quasi-variational inequalities for adaptive image denoising and decomposition. Computational Optimization and Applications. Springer Netherlands. 54 371-398. http://dx.doi.org/10.1007/s10589-012-9456-0 Technical Report (748.66 KB)
Technical Report (748.66 KB) (2013). Denoising Strategies for Time-of-Flight Data. Time-of-Flight Imaging: Algorithms, Sensors and Applications. Springer. 8200 24-25
(2013). Denoising Strategies for Time-of-Flight Data. Time-of-Flight and Depth Imaging: Sensors, Algorithms, and Applications. Springer. 8200 25-45 Technical Report (961.62 KB)
Technical Report (961.62 KB) (2013). Variational Recursive Joint Estimation of Dense Scene Structure and Camera Motion from Monocular High Speed Traffic Sequences. International Journal of Computer Vision. Springer US. 105 269--297. http://dx.doi.org/10.1007/s11263-013-0639-7 Technical Report (15.4 MB)
Technical Report (15.4 MB) (2013). Variational Recursive Joint Estimation of Dense Scene Structure and
Camera Motion from Monocular High Speed Traffic Sequences. International Journal of Computer Vision. 105 (3) 269-297
(2014). Optical Flow. Handbook of Mathematical Methods in Imaging. Springer
(2014). Solving Quasi-Variational Inequalities for Image Restoration with Adaptive Constraint Sets. SIAM J.~Imag.~Sci. 7 2139--2174 Technical Report (802.13 KB)
Technical Report (802.13 KB) (2014). Solving QVIs for Image Restoration with Adaptive Constraint Sets. SIAM Journal on Imaging Sciences (SIIMS), in press
(2015). Estimating Vehicle Ego-Motion and Piecewise Planar Scene Structure from Optical Flow in a Continuous Framework. 37th German Conference on Pattern Recognition. Springer, Aachen