Raphael Sznitman
Raphael Sznitman
ARTORG Center, University of Bern
Geverifieerd e-mailadres voor artorg.unibe.ch - Homepage
Titel
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Jaar
Learning active learning from data
K Konyushkova, R Sznitman, P Fua
arXiv preprint arXiv:1703.03365, 2017
1972017
Twenty questions with noise: Bayes optimal policies for entropy loss
B Jedynak, PI Frazier, R Sznitman
Journal of Applied Probability 49 (1), 114-136, 2012
1002012
Active testing for face detection and localization
R Sznitman, B Jedynak
IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (10), 1914 …, 2010
892010
Propulsive force measurements and flow behavior of undulatory swimmers at low Reynolds number
J Sznitman, X Shen, R Sznitman, PE Arratia
Physics of Fluids 22 (12), 121901, 2010
872010
Visual tracking using the sum of conditional variance
R Richa, R Sznitman, R Taylor, G Hager
2011 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2011
802011
Data-driven visual tracking in retinal microsurgery
R Sznitman, K Ali, R Richa, RH Taylor, GD Hager, P Fua
International Conference on Medical Image Computing and Computer-Assisted …, 2012
692012
Articulated multi-instrument 2-D pose estimation using fully convolutional networks
X Du, T Kurmann, PL Chang, M Allan, S Ourselin, R Sznitman, JD Kelly, ...
IEEE transactions on medical imaging 37 (5), 1276-1287, 2018
622018
Unified detection and tracking of instruments during retinal microsurgery
R Sznitman, R Richa, RH Taylor, B Jedynak, GD Hager
IEEE transactions on pattern analysis and machine intelligence 35 (5), 1263-1273, 2012
622012
Simultaneous recognition and pose estimation of instruments in minimally invasive surgery
T Kurmann, PM Neila, X Du, P Fua, D Stoyanov, S Wolf, R Sznitman
International Conference on Medical Image Computing and Computer-Assisted …, 2017
582017
Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery
R Sznitman, C Becker, P Fua
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 …, 2014
582014
Introducing geometry in active learning for image segmentation
K Konyushkova, R Sznitman, P Fua
Proceedings of the IEEE International Conference on Computer Vision, 2974-2982, 2015
572015
Quantitative analysis of mouse retinal layers using automated segmentation of spectral domain optical coherence tomography images
C Dysli, V Enzmann, R Sznitman, MS Zinkernagel
Translational vision science & technology 4 (4), 9-9, 2015
542015
Pathological OCT retinal layer segmentation using branch residual u-shape networks
S Apostolopoulos, S De Zanet, C Ciller, S Wolf, R Sznitman
International Conference on Medical Image Computing and Computer-Assisted …, 2017
522017
Visual tracking of surgical tools for proximity detection in retinal surgery
R Richa, M Balicki, E Meisner, R Sznitman, R Taylor, G Hager
International Conference on Information Processing in Computer-Assisted …, 2011
462011
Non-rigid graph registration using active testing search
E Serradell, MA Pinheiro, R Sznitman, J Kybic, F Moreno-Noguer, P Fua
IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (3), 625-638, 2014
422014
Vision-based proximity detection in retinal surgery
R Richa, M Balicki, R Sznitman, E Meisner, R Taylor, G Hager
IEEE transactions on biomedical engineering 59 (8), 2291-2301, 2012
422012
Multi-Environment Model Estimation for Motility Analysis of Caenorhabditis elegans
R Sznitman, M Gupta, GD Hager, PE Arratia, J Sznitman
PLoS One 5 (7), e11631, 2010
412010
Supervised machine learning for analysing spectra of exoplanetary atmospheres
P Márquez-Neila, C Fisher, R Sznitman, K Heng
Nature astronomy 2 (9), 719-724, 2018
362018
Unified detection and tracking in retinal microsurgery
R Sznitman, A Basu, R Richa, J Handa, P Gehlbach, RH Taylor, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2011
322011
Fast object detection with entropy-driven evaluation
R Sznitman, C Becker, F Fleuret, P Fua
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
302013
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Artikelen 1–20