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Konyushkova, Ksenia; Sznitman, Raphael; Fua, Pascal (2019). Geometry in active learning for binary and multi-class image segmentation. Computer vision and image understanding, 182, pp. 1-16. Elsevier 10.1016/j.cviu.2019.01.007
Glowacki, Przemyslaw; Pinheiro, Miguel Amavel; Mosinska, Agata; Turetken, Engin; Lebrecht, Daniel; Holtmaat, Anthony; Sznitman, Raphael; Kybic, Jan; Fua, Pascal (2018). Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency. IEEE transactions on pattern analysis and machine intelligence, 40(3), pp. 755-761. IEEE Computer Society 10.1109/TPAMI.2017.2680444
Fusco, Ludovico; Lefort, Riwal; Smith, Kevin; Benmansour, Fethallah; Gonzalez, German; Barillari, Caterina; Rinn, Bernd; Fleuret, Francois; Fua, Pascal; Pertz, Olivier (2016). Computer vision profiling of neurite outgrowth dynamics reveals spatiotemporal modularity of Rho GTPase signaling. Journal of cell biology, 212(1), pp. 91-111. Rockefeller Institute Press 10.1083/jcb.201506018
Sznitman, Raphael; Serradell, Eduard; Pinheiro, Miguel; Kybic, Jan; Moreno-Noguer, Francesc; Fua, Pascal (2015). Non-Rigid Graph Registration using Active Testing Search (In Press). IEEE transactions on pattern analysis and machine intelligence IEEE Computer Society
Greenblum, Ayala; Sznitman, Raphael; Fua, Pascal; Arratia, Paulo E; Oren, Micheal; Podbilewicz, Beni; Sznitman, Josue (2014). Dendritic tree extraction from noisy maximum intensity projection images in C. elegans. Biomedical engineering online, 13(1), p. 74. BioMed Central 10.1186/1475-925X-13-74
Greenblum, Ayala; Sznitman, Raphael; Fua, Pascal; Arratia, Paulo E.; Sznitman, Josue (2014). Caenorhabditis elegant segmentation using texture-based models for motility phenotyping. IEEE transactions on biomedical engineering, 61(8), pp. 2278-2289. Institute of Electrical and Electronics Engineers IEEE 10.1109/TBME.2014.2298612
Kurmann, Thomas Kevin; Màrquez Neila, Pablo; Du, Xiaofei; Fua, Pascal; Stoyanov, Danail; Wolf, Sebastian; Sznitman, Raphael (18 October 2017). Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery. In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). Lecture Notes in Computer Science: Vol. 10434 (pp. 505-513). Springer 10.1007/978-3-319-66185-8_57
Konyushkova, Ksenia; Sznitman, Raphael; Fua, Pascal (2017). Learning Active Learning from Data (In Press). In: Conference on Neural Information Processing Systems (NIPS).
Sznitman, Raphael; Becker, Carlos; Fua, Pascal (2014). Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery. In: Golland, Polina; Hata, Nobuhiko; Barillot, Christian; Hornegger, Joachim; Howe, Robert (eds.) 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). Lecture Notes in Computer Science: Vol. 8674 (pp. 692-699). Springer 10.1007/978-3-319-10470-6_86
Sznitman, Raphael; Becker, Carlos; Fleuret, Francois; Fua, Pascal (2013). Fast Object Detection with Entropy-Driven Evaluation. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (pp. 3270-3277). IEEE 10.1109/cvpr.2013.420
Sznitman, Raphael; Lucchi, Aurelien; Cantoni, Marco; Knott, Graham; Fua, Pascal (2013). Flash Scanning Electron Microscopy. In: Mori, Kensaku; Sakuma, Ichiro; Sato, Yoshinobu; Barillot, Christian; Navab, Nassir (eds.) Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013. Lecture Notes in Computer Science: Vol. 8151 (pp. 413-420). Berlin, Heidelberg: Springer Berlin Heidelberg 10.1007/978-3-642-40760-4_52
Pinheiro, Miguel Amável; Sznitman, Raphael; Serradell, Eduard; Kybic, Jan; Moreno-Noguer, Francesc; Fua, Pascal (2013). Active Testing Search for Point Cloud Matching. In: Gee, James C.; Joshi, Sarang; Pohl, Kilian M.; Wells, William M.; Zöllei, Lilla (eds.) Information Processing in Medical Imaging - IPMI 2013. Lecture Notes in Computer Science: Vol. 7917 (pp. 572-583). Berlin, Heidelberg: Springer Berlin Heidelberg 10.1007/978-3-642-38868-2_48
Sznitman, Raphael; Lucchi, Aurelien; Pjescic-Emedji, Natasa; Knott, Graham; Fua, Pascal (2012). Efficient Scanning for EM Based Target Localization. In: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012. Lecture Notes in Computer Science: Vol. 7512 (pp. 337-344). Berlin, Heidelberg: Springer Berlin Heidelberg 10.1007/978-3-642-33454-2_42
Sznitman, Raphael; Ali, Karim; Richa, Rogério; Taylor, Russell H.; Hager, Gregory D.; Fua, Pascal (2012). Data-Driven Visual Tracking in Retinal Microsurgery. In: Ayache, Nicholas; Delingette, Hervé; Golland, Polina; Mori, Kensaku (eds.) Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012. Lecture Notes in Computer Science: Vol. 7511 (pp. 568-575). Berlin, Heidelberg: Springer Berlin Heidelberg 10.1007/978-3-642-33418-4_70
