Publications
2019
Berg, S, Kutra, D, Kroeger, T, Straehle, C N, Kausler, B X, Haubold, C, Schiegg, M, Ales, J, Beier, T, Rudy, M, Eren, K, Cervantes, J I, Xu, B, Beuttenmüller, F, Wolny, A, Zhang, C, Köthe, U, Hamprecht, F A and Kreshuk, A (2019).
ilastik: interactive machine learning for (bio)image analysis.
Nature Methods.
16 1226-1232
2018
Hodaň, T, Michel, F, Brachmann, E, Kehl, W, Buch, A Glent, Kraft, D, Drost, B, Vidal, J, Ihrke, S, Zabulis, X, Sahin, C, Manhardt, F, Tombari, F, Kim, T Kyun, Matas, J and Rother, C (2018).
BOP: Benchmark for 6D object pose estimation.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
11214 LNCS 19–35.
http://arxiv.org/abs/1808.08319 Arnab, A, Zheng, S, Jayasumana, S, Romera-paredes, B, Kirillov, A, Savchynskyy, B, Rother, C, Kahl, F and Torr, P (2018).
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation.
Cvpr.
XX 1–15.
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.308.8889&rep=rep1&type=pdf%0Ahttp://dx.doi.org/10.1109/CVPR.2012.6248050 2017
Kirillov, A, Schlesinger, D, Zheng, S, Savchynskyy, B, Torr, P H S and Rother, C (2017).
Joint training of generic CNN-CRF models with stochastic optimization.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
10112 LNCS 221–236.
http://host.robots.ox.ac.uk:8080/leaderboard Markowsky, P, Reith, S, Zuber, T E, König, R, Rohr, K and Schnörr, C (2017).
Segmentation of cell structure using model-based set covering with iterative reweighting.
Proc. ISBI 2015
Zheng, S, Prisacariu, V Adrian, Averkiou, M, Cheng, M Ming, Mitra, N J, Shotton, J, Torr, P H S and Rother, C (2015).
Object proposals estimation in depth image using compact 3D shape manifolds.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
9358 196–208
Mitra, N J, Stam, J, Xu, K, Cheng, M - M, Prisacariu, V Adrian, Zheng, S, Torr, P H S and Rother, C (2015).
Pacific Graphics 2015 DenseCut: Densely Connected CRFs for Realtime GrabCut.
34.
http://mftp.mmcheng.net/Papers/DenseCut.pdf Mund, J, Zouhar, A, Meyer, L, Fricke, H and Rother, C (2015).
Performance evaluation of LiDAR point clouds towards automated FOD detection on airport aprons.
Proceedings of ATACCS 2015 - 5th International Conference on Application and Theory of Automation in Command and Control Systems. 85–94
Pages