Publications
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] Filters: Author is Christoph Schnörr [Clear All Filters]
(2013). COAL: a generic modelling and prototyping framework for convex optimization problems of variational image analysis. Optimization Methods and Software. 28 1081-1094. http://www.tandfonline.com/doi/abs/10.1080/10556788.2012.672571
Technical Report (1.69 MB)
Technical Report (1.69 MB) (2013). A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problem. CVPR Technical Report (1.35 MB)
Technical Report (1.35 MB) (2013). A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems. CVPR 2013. Proceedings Technical Report (1.35 MB)
Technical Report (1.35 MB) (2013). Convex Variational Image Restoration with Histogram Priors. SIAM J.~Imag.~Sci. 6 1719-1735 Technical Report (553.54 KB)
Technical Report (553.54 KB) (2013). Critical Parameter Values and Reconstruction Propertiesof Discrete Tomography: Application to Experimental FluidDynamics. Fundamenta Informaticae. 125 285--312 Technical Report (1.42 MB)
Technical Report (1.42 MB) (2013). Discrete and Continuous Models for Partitioning Problems. Int.~J.~Comp.~Visionz. 104 241-269 Technical Report (4.74 MB)
Technical Report (4.74 MB) (2013). Global MAP-Optimality by Shrinking the Combinatorial Search Area
with Convex Relaxation. NIPS. Proceedings. 1950-1958
(2013). Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation. NIPS Technical Report (499.17 KB)
Technical Report (499.17 KB) (2013). A Hierarchical Approach to Optimal Transport. Scale Space and Variational Methods (SSVM 2013). 452-464
(2013). Modelling convex shape priors and matching based on the Gromov-Wasserstein distance. Journal of Mathematical Imaging and Vision. 46 143-159 Technical Report (957.78 KB)
Technical Report (957.78 KB) (2013). Object Segmentation by Shape Matching with Wasserstein Modes. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2013). 123-136
(2013). Optimality Bounds for a Variational Relaxation of the Image Partitioning
Problem. Journal of Mathematical Imaging and Vision. 47 (3) 239-257
(2013). Partial Optimality via Iterative Pruning for the Potts Model. Scale Space and Variational Methods (SSVM 2013) Technical Report (159.71 KB)
Technical Report (159.71 KB) (2013). Partial Optimality via Iterative Pruning for the Potts Model. Proceedings of the 4th International Conference on Scale Space and
Variational Methods in Computer Vision SSVM. 477-488
(2013). Persistency by Pruning for General Graphical Models. submitted to NIPS 2013
(2013). Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization. CVPR Technical Report (623.84 KB)
Technical Report (623.84 KB) (2013). Variational Image Segmentation and Cosegmentation with the Wasserstein Distance. Energy Minimization Methods in Computer Vision and Pattern Recognition. Springer. 8081 321--334 Technical Report (8.06 MB)
Technical Report (8.06 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
(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) (2012). A Bundle Approach To Efficient MAP-Inference by Lagrangian Relaxation. CVPR. Proceedings. 1688-1695
(2012). A Bundle Approach To Efficient MAP-Inference by Lagrangian Relaxation. CVPR Technical Report (430.63 KB)
Technical Report (430.63 KB) (2012). Critical Parameter Values and Reconstruction Properties of Discrete Tomography: Application to Experimental Fluid Dynamics. http://arxiv.org/abs/1209.4316
(2012). Efficient MRF Energy Minimization via Adaptive Diminishing Smoothing. UAI. Proceedings. 746-755
(2012). Efficient MRF Energy Minimization via Adaptive Diminishing Smoothing. UAI 2012 Technical Report (529 KB)
Technical Report (529 KB) (2012). Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem. Journal of Mathematical Imaging and Vision. Springer. 47 239-257 Technical Report (616.16 KB)
Technical Report (616.16 KB) (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) (2012). Weakly Convex Coupling Continuous Cuts and Shape Priors. Scale Space and Variational Methods (SSVM 2011). 423-434
(2011). Continuous Multiclass Labeling Approaches and Algorithms. SIAM J.~Imag.~Sci. 4 1049-1096 Technical Report (4.31 MB)
Technical Report (4.31 MB) (2011). Continuous Multiclass Labeling Approaches and Algorithms. CoRR. abs/1102.5448. http://arxiv.org/abs/1102.5448
(2011). Evaluation of a First-Order Primal-Dual Algorithm for MRF Energy Minimization. EMMCVPR. Springer. 6819 89-103 Technical Report (684.13 KB)
Technical Report (684.13 KB) (2011). Evaluation of a First-Order Primal-Dual Algorithm for MRF Energy
Minimization. EMMCVPR 2011. Springer. 6819 89-103
(2011). A general extending and constraining procedure for linear iterative methods. Int.~J.~Comp.~Math. http://dx.doi.org/10.1080/00207160.2011.634002 Technical Report (633.79 KB)
Technical Report (633.79 KB)