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). 
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). 
(2015).
Graph Based Image Analysis. University of Heidelberg
(2014). ilastik: interactive machine learning for (bio)image analysis. Nature Methods
(2019). 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. ECCV 2012
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)
(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). 
Multicut Algorithms for Neurite Segmentation. Heidelberg University
(2018). 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). 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. Proceedings of ICCV
Technical Report (2.95 MB)
(2011). 
Probabilistic Image Segmentation with Closedness Constraints. ICCV, Proceedings. 2611 - 2618
Technical Report (8.18 MB)
(2011). 
Solving Large Multicut Problems for Connectomics via Domain Decomposition. Bioimage Computing Workshop. ICCV. 1-10
(2017).