Publications
Automated Detection and Segmentation of Synaptic Contacts in Nearly Isotropic Serial Electron Microscopy Images. PLoS ONE. 6 (10)
Technical Report (290.48 KB)
(2011). 
Automated Segmentation of Synapses in 3D EM Data. Eighth IEEE International Symposium on Biomedical Imaging (ISBI 2011).
Proceedings. 220-223
(2011). Carving: Scalable Interactive Segmentation of Neural Volume Electron Microscopy Images. MICCAI 2011, Proceedings. Springer. 6891 653-660
Technical Report (1.69 MB)
(2011). (2013). 
Globally Consistent Multi-Label Assignment on the Ray Space of 4D Light Fields. CVPR 2013. Proceedings. 1011-1018
(2013). Globally consistent multi-label assignment on the ray space of 4D light fields. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
(2013). ilastik: Interactive Learning and Segmentation Toolkit. Eighth IEEE International Symposium on Biomedical Imaging (ISBI 2011).Proceedings. 230-233
(2011). ilastik: interactive machine learning for (bio)image analysis. Nature Methods
(2019). Interactive Segmentation Of Neural Electron Microscopy Data. University of Heidelberg
(2011). Interactive Segmentation, Uncertainty and Learning. University of Heidelberg
(2014). K-smallest Spanning Tree Segmentations. German Conference on Pattern Recognition (DAGM/GCPR). Proceedings. Springer. 375-384
Technical Report (1.18 MB)
(2013). 
Multiple instance learning with response-optimized random forests. ICPR. Proceedings. 3768 - 3773
Technical Report (296.66 KB)
(2014). 
Seeded watershed cut uncertainty estimators for guided interactive segmentation. CVPR 2012. Proceedings. 765 - 772
Technical Report (2.84 MB)
(2012). 
Weakly supervised learning of image partitioning using decision trees with structured split criteria. ICCV 2013. Proceedings. 1849-1856
Technical Report (5.97 MB)
(2013). 