Publications
] (2007). Model Selection In Optical Flow-Based Motion Estimation By Means Of Residual Analysis. University of Heidelberg
(2007). Model Selection In Optical Flow-Based Motion Estimation By Means Of Residual Analysis. University of Heidelberg
(2007). Selection of local optical flow models by means of residual analysis. Proceedings of the 29th DAGM Symposium on Pattern Recognition. Springer. 72--81
(2007). Selection of Local Optical Flow Models by Means of Residual Analysis. Pattern Recognition. Springer. 4713 72-81
Technical Report (229.64 KB)
Technical Report (229.64 KB) (2008). On errors-in-variables regression with arbitrary covariance and its application to optical flow estimation. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008. IEEE. 1--6
(2008). On errors-in-variables regression with arbitrary covariance and its application to optical flow estimation. Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on. 1-6 Technical Report (1.58 MB)
Technical Report (1.58 MB) (2008). Nonlinear Analysis of Multi-Dimensional Signals. Mathematical Methods in Signal Processing and Digital Image Analysis. Springer. 231-288 Technical Report (7.11 MB)
Technical Report (7.11 MB) (2008). Nonlinear analysis of multi-dimensional signals: local adaptive estimation of complex motion and orientation patterns. Mathematical Methods in Time Series Analysis and Digital Image Processing. Springer. 231-288
(2008). Segmentation of SBFSEM Volume Data of Neural Tissue by Hierarchical Classification. Pattern Recognition. 30th DAGM Symposium Munich, Germany, June 10-13, 2008. Proceedings. Springer. 5096 142-152 Technical Report (1.21 MB)
Technical Report (1.21 MB) (2009). Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times. Pattern Recognition. 31st DAGM Symposium, Jena, Germany, September 9-11, 2009. Proceedings. Springer. 5748 502-511 Technical Report (3.08 MB)
Technical Report (3.08 MB) (2010). An Empirical Comparison of Inference Algorithms for Graphical Models
with Higher Order Factors Using OpenGM. Pattern Recognition, Proc.~32th DAGM Symposium. 353-362
(2010). An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM. Pattern Recognition, Proc.~32th DAGM Symposium Technical Report (218.43 KB)
Technical Report (218.43 KB) (2010). Geometric Analysis of 3D Electron Microscopy Data. Proceedings of Workshop on Discrete Geometry and Mathematical Morphology (WADGMM). 22-26 Technical Report (1.43 MB)
Technical Report (1.43 MB) (2010). How to Extract the Geometry and Topology from Very Large 3D Segmentations. ArXiv e-prints. http://arxiv.org/abs/1009.6215 Technical Report (1.44 MB)
Technical Report (1.44 MB) (2010). The Lazy Flipper: MAP Inference in Higher-Order Graphical Models by Depth-limited Exhaustive Search. ArXiv e-prints. http://arxiv.org/abs/1009.4102 Technical Report (625.06 KB)
Technical Report (625.06 KB) (2010). Runtime-Flexible Multi-dimensional Views and Arrays for C++98 and C++0x. ArXiv e-prints. http://arxiv.org/abs/1008.2909v1 Technical Report (415.54 KB)
Technical Report (415.54 KB) (2011). Automated Segmentation of Large 3D Images of Nervous Systems Using a Higher-order Graphical Model. University of Heidelberg
(2011). Globally Optimal Image Partitioning by Multicuts. EMMCVPR. Springer Technical Report (7.47 MB)
Technical Report (7.47 MB) (2011). Globally Optimal Image Partitioning by Multicuts. EMMCVPR. Springer. 31-44 Technical Report (7.3 MB)
Technical Report (7.3 MB) (2011). Probabilistic Image Segmentation with Closedness Constraints. ICCV, Proceedings. 2611 - 2618 Technical Report (8.18 MB)
Technical Report (8.18 MB) (2011). Probabilistic Image Segmentation with Closedness Constraints. Proceedings of ICCV Technical Report (2.95 MB)
Technical Report (2.95 MB) (2012). 3D Segmentation of SBFSEM Images of Neuropil by a Graphical Model over Supervoxel Boundaries. Medical Image Analysis. 16 (2012) 796-805 Technical Report (20.85 MB)
Technical Report (20.85 MB) (2012). A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness. ECCV 2012. Proceedings. 7574 144-157 Technical Report (809.07 KB)
Technical Report (809.07 KB) (2012). Efficient Automatic 3D-Reconstruction of Branching Neurons from EM Data. CVPR 2012. Proceedings. 1004-1011 Technical Report (1.64 MB)
Technical Report (1.64 MB) (2012). Globally Optimal Closed-Surface Segmentation for Connectomics. ECCV 2012. Proceedings, Part 3. 778-791 Technical Report (2.72 MB)
Technical Report (2.72 MB) (2012). The Lazy Flipper: Efficient Depth-limited Exhaustive Search in Discrete Graphical Models. ECCV 2012 Technical Report (532.64 KB)
Technical Report (532.64 KB) (2012). The Lazy Flipper: Efficient Depth-Limited Exhaustive Search in Discrete Graphical Models. Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VII}. http://dx.doi.org/10.1007/978-3-642-33786-4_12 Technical Report (446.28 KB)
Technical Report (446.28 KB) (2012). OpenGM: A C++ Library for Discrete Graphical Models. ArXiv e-prints
(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) (2014). A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems. CoRR. abs/1404.0533. http://hci.iwr.uni-heidelberg.de/opengm2/ Technical Report (3.32 MB)
Technical Report (3.32 MB) (2015). A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems. Int.~J.~Comp.~Vision Technical Report (5.12 MB)
Technical Report (5.12 MB) (2015). A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems. International Journal of Computer Vision. 1-30 Technical Report (1.5 MB)
Technical Report (1.5 MB) (2016). An Efficient Fusion Move Algorithm for the Minimum Cost Lifted Multicut Problem. ECCV. Proceedings. Springer. LNCS 9906 715-730 Technical Report (4.89 MB)
Technical Report (4.89 MB)