Publications
Asymmetric Cuts: Joint Image Labeling and Partitioning. Pattern Recognition - 36th German Conference, {GCPR} 2014, Münster, Germany, September 2-5, 2014, Proceedings. http://dx.doi.org/10.1007/978-3-319-11752-2_16
Technical Report (3.46 MB)
(2014). 
Cut, Glue and Cut: A Fast, Approximate Solver for Multicut Partitioning. 2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014. http://dx.doi.org/10.1109/CVPR.2014.17
Technical Report (10.06 MB)
(2014). (2015). 
Improving 3D EM Data Segmentation by Joint Optimization over Boundary Evidence and Biological Priors. 12th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2015, Brooklyn, NY, USA, April 16-19, 2015. 536-539
Technical Report (2.25 MB)
(2015). 
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)
(2012). 
The Lazy Flipper: Efficient Depth-limited Exhaustive Search in Discrete Graphical Models. ECCV 2012
Technical Report (532.64 KB)
(2012). 
MAP-Inference on Large Scale Higher-Order Discrete Graphical Models by Fusion Moves. Computer Vision - {ECCV} 2014 Workshops - Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part {II}. http://dx.doi.org/10.1007/978-3-319-16181-5_37
Technical Report (557.49 KB)
(2014). 
Parallel Multicut Segmentation via Dual Decomposition. New Frontiers in Mining Complex Patterns - Third International Workshop, {NFMCP} 2014, Held in Conjunction with {ECML-PKDD} 2014, Nancy, France, September 19, 2014, Revised Selected Papers. http://dx.doi.org/10.1007/978-3-319-17876-9_4
(2014). Probabilistic Image Segmentation with Closedness Constraints. ICCV, Proceedings. 2611 - 2618
Technical Report (8.18 MB)
(2011). 
Probabilistic Image Segmentation with Closedness Constraints. Proceedings of ICCV
Technical Report (2.95 MB)
(2011). 
An Efficient Fusion Move Algorithm for the Minimum Cost Lifted Multicut Problem. ECCV. Proceedings. Springer. LNCS 9906 715-730
Technical Report (4.89 MB)
(2016). 
Solving Large Multicut Problems for Connectomics via Domain Decomposition. Bioimage Computing Workshop. ICCV. 1-10
(2017). ilastik: interactive machine learning for (bio)image analysis. Nature Methods
(2019). Multicut brings automated neurite segmentation closer to human performance. Nature Methods. 14 101-102. http://rdcu.be/oVDQ
(2017). (2017). OpenGM: A C++ Library for Discrete Graphical Models. ArXiv e-prints
(2012). Graph Based Image Analysis. University of Heidelberg
(2014). Multicut Algorithms for Neurite Segmentation. Heidelberg University
(2018).