David J Fleet

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Allan D. JepsonSamsung AIC Toronto; University of TorontoVerified email at cs.toronto.edu
Marcus A BrubakerAssistant Professor, York University; Faculty Affiliate, Vector InstituteVerified email at eecs.yorku.ca
Aaron HertzmannAdobeVerified email at adobe.com
Mohammad NorouziStaff Scientist, Google BrainVerified email at google.com
Michael J. BlackMax Planck Institute for Intelligent Systems and AmazonVerified email at tuebingen.mpg.de
John BarronProfessor of Computer Science, University of Western OntarioVerified email at csd.uwo.ca
Ali PunjaniPhD Candidate, University of Toronto, Vector InstituteVerified email at cs.toronto.edu
Jack M. WangVerified email at dgp.toronto.edu
David J HeegerProfessor of Psychology and Neural Science, New York UniversityVerified email at nyu.edu
Raquel UrtasunProfessor, University of Toronto. Chief Scientist, Uber ATGVerified email at cs.toronto.edu
Leonid SigalAssociate Professor, University of British ColumbiaVerified email at cs.ubc.ca
Pascal FuaProfessor Computer Science, EPFLVerified email at epfl.ch
Sven DickinsonProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Kaleem SiddiqiProfessor of Computer Science, McGill University.Verified email at cim.mcgill.ca
Fartash FaghriUniversity of Toronto, Vector InstituteVerified email at cs.toronto.edu
John L. RubinsteinSenior Scientist, The Hospital for Sick Children.Verified email at utoronto.ca
Yair WeissProfessor of Computer Science, Hebrew UniversityVerified email at mail.huji.ac.il
Micha LivnePost-Doc, University of Toronto, and Vector Institute.Verified email at cs.toronto.edu
Yanshuai CaoSenior Research Lead @ Borealis AI (RBC Institute for Research); University of TorontoVerified email at cs.toronto.edu
Kyros KutulakosProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu

David J Fleet

Google Brain; University of Toronto; Universiity of Toronto Scarborough; Vector Institute

Verified email at cs.toronto.edu - Homepage

Computer Vision Image Processing Vision Machine Learning


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Performance of optical flow techniques JL Barron, DJ Fleet, SS Beauchemin International Journal of Computer Vision 12 (1), 43-77, 1994	7158	1994
Computation of component image velocity from local phase information DJ Fleet, AD Jepson International Journal of Computer Vision 5 (1), 77-104, 1990	1488	1990
Robust online appearance models for visual tracking AD Jepson, DJ Fleet, TF El-Maraghi IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (10), 1296 …, 2003	1472	2003
cryoSPARC: Algorithms for rapid unsupervised cryo-EM structure determination A Punjani, JL Rubinstein, DJ Fleet, MA Brubaker Nature Methods 14 (3), 290-296, 2017	1323	2017
Turbopixels: Fast superpixels using geometric flows A Levinshtein, A Stere, KN Kutulakos, DJ Fleet, SJ Dickinson, K Siddiqi IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2290 …, 2009	1266	2009
Stochastic tracking of 3D human figures using 2D image motion H Sidenbladh, M Black, DJ Fleet European Conference on Computer Vision (ECCV), 702-718, 2000	991	2000
Gaussian process dynamical models for human motion JM Wang, DJ Fleet, A Hertzmann IEEE Transactions on Pattern Analysis and Machine Intelligence 30 (2), 283-298, 2008	897	2008
Minimal loss hashing for compact binary codes M Norouzi, DJ Fleet International Conference on Machine Learning (ICML)., 2011	790	2011
Optical flow estimation DJ Fleet, Y Weiss Handbook of Mathematical Models in Computer Vision, 237-257, 2006	586	2006
3D people tracking with Gaussian process dynamical models R Urtasun, DJ Fleet, P Fua IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 1, 238-245, 2006	554	2006
Hamming distance metric learning M Norouzi, DJ Fleet, R Salakhutdinov Advances in Neural Information Processing Systems (NIPS), 1070-1078, 2012	548	2012
Gaussian process dynamical models J Wang, DJ Fleet, A Hertzmann Advances in Neural Information Processing Systems (NIPS) 18, 1441, 2006	519*	2006
Phase-based disparity measurement DJ Fleet, AD Jepson, MRM Jenkin CVGIP: Image Understanding 53 (2), 198-210, 1991	442	1991
Neural encoding of binocular disparity: Energy models, position shifts and phase shifts DJ Fleet, H Wagner, DJ Heeger Vision Research 36 (12), 1839-1857, 1996	403	1996
VSE++: Improved visual-semantic embeddings with hard negatives F Faghri, DJ Fleet, JR Kiros, S Fidler British Machine Vision Conference, 2018	395*	2018
Measurement of Image Velocity DJ Fleet Kluwer Academic Publishers, 1992	369*	1992
Stability of phase information DJ Fleet, AD Jepson IEEE Transactions on Pattern Analysis and Machine Intelligence 15 (12), 1253 …, 1993	339	1993
Priors for people tracking from small training sets R Urtasun, DJ Fleet, A Hertzmann, P Fua IEEE International Conference on Computer Vision (ICCV) 1, 403-410, 2005	335	2005
Cartesian k-means M Norouzi, DJ Fleet IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013	313	2013
Human cortical activity correlates with stereoscopic depth perception BT Backus, DJ Fleet, AJ Parker, DJ Heeger Journal of Neurophysiology 86 (4), 2054-2068, 2001	311	2001

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