David Fleet - Publications

Affiliations: 
Computer Science University of Toronto, Toronto, ON, Canada 
Area:
Computer Science, Artificial Intelligence

90 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Punjani A, Rubinstein JL, Fleet DJ, Brubaker MA. cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination. Nature Methods. PMID 28165473 DOI: 10.1038/nmeth.4169  1
2016 Punjani A, Brubaker M, Fleet D. Building Proteins in a Day: Efficient 3D Molecular Structure Estimation with Electron Cryomicroscopy. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27849524 DOI: 10.1109/TPAMI.2016.2627573  0.56
2016 Yuan J, Li W, Zhang Z, Fleet D, Shotton J. Guest Editorial: Human Activity Understanding from 2D and 3D Data International Journal of Computer Vision. 118: 113-114. DOI: 10.1007/s11263-016-0915-4  1
2015 Cao Y, A Brubaker M, J Fleet D, Hertzmann A. Efficient Optimization for Sparse Gaussian Process Regression. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 2415-27. PMID 26539847 DOI: 10.1109/TPAMI.2015.2424873  1
2015 Cadotte A, Cadotte DW, Livne M, Cohen-Adad J, Fleet D, Mikulis D, Fehlings MG. Spinal Cord Segmentation by One Dimensional Normalized Template Matching: A Novel, Quantitative Technique to Analyze Advanced Magnetic Resonance Imaging Data. Plos One. 10: e0139323. PMID 26445367 DOI: 10.1371/journal.pone.0139323  1
2015 Cadotte DW, Cadotte A, Cohen-Adad J, Fleet D, Livne M, Wilson JR, Mikulis D, Nugaeva N, Fehlings MG. Characterizing the location of spinal and vertebral levels in the human cervical spinal cord. Ajnr. American Journal of Neuroradiology. 36: 803-10. PMID 25523587 DOI: 10.3174/ajnr.A4192  1
2015 Brubaker MA, Punjani A, Fleet DJ. Building proteins in a day: Efficient 3D molecular reconstruction Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 3099-3108. DOI: 10.1109/CVPR.2015.7298929  1
2015 Norouzi M, Collins MD, Johnson M, Fleet DJ, Kohli P. Efficient non-greedy optimization of decision trees Advances in Neural Information Processing Systems. 2015: 1729-1737.  1
2014 Norouzi M, Punjani A, Fleet DJ. Fast Exact Search in Hamming Space With Multi-Index Hashing. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1107-19. PMID 26353274 DOI: 10.1109/TPAMI.2013.231  1
2014 Pons-Moll G, Fleet DJ, Rosenhahn B. Posebits for monocular human pose estimation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2345-2352. DOI: 10.1109/CVPR.2014.300  1
2014 Fleet D, Pajdla T, Schiele B, Tuytelaars T. Computer Vision - ECCV 2014: 13th European Conference Zurich, Switzerland, September 6-12, 2014 Proceedings, Part IV Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8692. DOI: 10.1007/978-3-319-10593-2  1
2014 Fleet D, Pajdla T, Schiele B, Tuytelaars T. Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8692: VII-IX.  1
2014 Fleet D, Pajdla T, Schiele B, Tuytelaars T. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8694.  1
2013 Norouzi M, Fleet DJ. Cartesian k-means Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3017-3024. DOI: 10.1109/CVPR.2013.388  1
2012 Memisevic R, Sigal L, Fleet DJ. Shared Kernel Information Embedding for discriminative inference. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 778-90. PMID 21808087 DOI: 10.1109/TPAMI.2011.154  1
2012 Norouzi M, Punjani A, Fleet DJ. Fast search in Hamming space with multi-index hashing Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3108-3115. DOI: 10.1109/CVPR.2012.6248043  1
2012 Livne M, Sigal L, Troje NF, Fleet DJ. Human attributes from 3D pose tracking Computer Vision and Image Understanding. 116: 648-660. DOI: 10.1016/j.cviu.2012.01.003  1
2012 Norouzi M, Fleet DJ, Salakhutdinov R. Hamming distance metric learning Advances in Neural Information Processing Systems. 2: 1061-1069.  1
2011 de La Gorce M, Fleet DJ, Paragios N. Model-Based 3D Hand Pose Estimation from Monocular Video. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 1793-805. PMID 21339527 DOI: 10.1109/TPAMI.2011.33  1
2011 Manfredotti C, Fleet DJ, Hamilton HJ, Zilles S. Simultaneous tracking and activity recognition Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 189-196. DOI: 10.1109/ICTAI.2011.36  1
2011 MacRini D, Dickinson S, Fleet D, Siddiqi K. Object categorization using bone graphs Computer Vision and Image Understanding. 115: 1187-1206. DOI: 10.1016/j.cviu.2011.03.002  1
2011 MacRini D, Dickinson S, Fleet D, Siddiqi K. Bone graphs: Medial shape parsing and abstraction Computer Vision and Image Understanding. 115: 1044-1061. DOI: 10.1016/j.cviu.2010.12.011  1
2011 Norouzi M, Fleet DJ. Minimal loss hashing for compact binary codes Proceedings of the 28th International Conference On Machine Learning, Icml 2011. 353-360.  1
2010 Wang JM, Fleet DJ, Hertzmann A. Optimizing walking controllers for uncertain inputs and environments Acm Transactions On Graphics. 29. DOI: 10.1145/1778765.1778810  1
2010 Taylor GW, Sigal L, Fleet DJ, Hinton GE. Dynamical binary latent variable models for 3D human pose tracking Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 631-638. DOI: 10.1109/CVPR.2010.5540157  1
2010 Brubaker MA, Fleet DJ, Hertzmann A. Physics-based person tracking using the anthropomorphic walker International Journal of Computer Vision. 87: 140-155. DOI: 10.1007/s11263-009-0274-5  1
2009 Levinshtein A, Stere A, Kutulakos KN, Fleet DJ, Dickinson SJ, Siddiqi K. TurboPixels: fast superpixels using geometric flows. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 2290-7. PMID 19834148 DOI: 10.1109/TPAMI.2009.96  1
2009 Estrada F, Fleet D, Jepson A. Stochastic image denoising British Machine Vision Conference, Bmvc 2009 - Proceedings. DOI: 10.5244/C.23.117  1
2009 Darby J, Li B, Costen N, Fleet D, Lawrence N. Backing off: Hierarchical decomposition of activity for 3D novel pose recovery British Machine Vision Conference, Bmvc 2009 - Proceedings. DOI: 10.5244/C.23.11  1
2009 Manfredotti CE, Fleet D, Messina E. Relations to improve multi-target tracking in an activity recognition system Iet Seminar Digest. 2009. DOI: 10.1049/ic.2009.0254  1
2009 Manfredotti C, Messina E, Fleet D. Relations as context to improve multi-target tracking and activity recognition Ceur Workshop Proceedings. 550: 13-22.  1
2008 Wang JM, Fleet DJ, Hertzmann A. Gaussian process dynamical models for human motion. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 283-98. PMID 18084059 DOI: 10.1109/TPAMI.2007.1167  1
2008 Kriegman DJ, Fleet D. Introduction of new Editors Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 195-196. DOI: 10.1109/TPAMI.2008.14  1
2008 Kriegman DJ, Fleet D, Ghahramani Z. Editorial - State of the transactions Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 193-194. DOI: 10.1109/TPAMI.2008.13  1
2008 De La Gorce M, Paragios N, Fleet DJ. Model-based hand tracking with texture, shading and self-occlusions 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587752  1
2008 Brubaker MA, Fleet DJ. The kneed walker for human pose tracking 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587546  1
2008 Urtasun R, Fleet DJ, Geiger A, Popović J, Darrell TJ, Lawrence ND. Topologically-constrained latent variable models Proceedings of the 25th International Conference On Machine Learning. 1080-1087.  1
2007 Hyndman M, Jepson A, Fleet D. Higher-order autoregressive models for dynamic textures Bmvc 2007 - Proceedings of the British Machine Vision Conference 2007. DOI: 10.5244/C.21.76  1
2007 Wang JM, Fleet DJ, Hertzmann A. Multifactor Gaussian process models for style-content separation Acm International Conference Proceeding Series. 227: 975-982. DOI: 10.1145/1273496.1273619  1
2007 Brubaker MA, Fleet DJ, Hertzmann A. Physics-based person tracking using simplified lower-body dynamics Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383342  1
2007 James MacLean W, Paragios N, Fleet D. Special issue on spatial coherence for visual motion analysis Computer Vision and Image Understanding. 108: 205-206. DOI: 10.1016/j.cviu.2007.08.001  1
2007 Urtasun R, Fleet DJ, Lawrence ND. Modeling human locomotion with topologically constrained latent variable models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4814: 104-118.  1
2006 Nunes P, Haines N, Kuppuswamy V, Fleet DJ, Stewart BA. Synaptic vesicle mobility and presynaptic F-actin are disrupted in a N-ethylmaleimide-sensitive factor allele of Drosophila. Molecular Biology of the Cell. 17: 4709-19. PMID 16914524 DOI: 10.1091/mbc.E06-03-0253  1
2006 Urtasun R, Fleet DJ, Fua P. 3D people tracking with Gaussian process dynamical models Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1: 238-245. DOI: 10.1109/CVPR.2006.15  1
2006 Urtasun R, Fleet DJ, Fua P. Temporal motion models for monocular and multiview 3D human body tracking Computer Vision and Image Understanding. 104: 157-177. DOI: 10.1016/j.cviu.2006.08.006  1
2006 Fleet D, Weiss Y. Optical flow estimation Handbook of Mathematical Models in Computer Vision. 237-257. DOI: 10.1007/0-387-28831-7_15  1
2005 Marinakis D, Dudek G, Fleet DJ. Learning sensor network topology through Monte Carlo expectation maximization Proceedings - Ieee International Conference On Robotics and Automation. 2005: 4581-4587. DOI: 10.1109/ROBOT.2005.1570826  1
2005 Urtasun R, Fleet DJ, Hertzmann A, Fua P. Priors for people tracking from small training sets Proceedings of the Ieee International Conference On Computer Vision. 403-410. DOI: 10.1109/ICCV.2005.193  1
2005 Urtasun R, Fleet DJ, Fua P. Monocular 3-D tracking of the golf swing Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 1199. DOI: 10.1109/CVPR.2005.229  1
2003 Saund E, Fleet D, Larner D, Mahoney J. Perceptually-supported image editing of text and graphics Uist: Proceedings of the Annual Acm Symposium On User Interface Softaware and Technology. 183-192. DOI: 10.1145/1015706.1015787  1
2003 Nestares O, Fleet DJ. Error-in-variables likelihood functions for motion estimation Ieee International Conference On Image Processing. 3: 77-80.  1
2002 Poon E, Fleet DJ. Hybrid Monte Carlo filtering: Edge-based people tracking Proceedings - Workshop On Motion and Video Computing, Motion 2002. 151-158. DOI: 10.1109/MOTION.2002.1182228  1
2002 Jepson AD, Fleet DJ, Black MJ. A layered motion representation with occlusion and compact spatial support Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2350: 692-706.  1
2002 Saund E, Mahoney J, Fleet D, Lanier D. Perceptual organization as a foundation for graphics recognition Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2390: 139-147.  1
2002 Bhotika R, Fleet DJ, Kutulakos KN. A probabilistic theory of occupancy and emptiness Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2352: 112-130.  1
2001 Backus BT, Fleet DJ, Parker AJ, Heeger DJ. Human cortical activity correlates with stereoscopic depth perception. Journal of Neurophysiology. 86: 2054-68. PMID 11600661  1
2001 Gurnsey R, Fleet DJ. Texture space. Vision Research. 41: 745-57. PMID 11248263 DOI: 10.1016/S0042-6989(00)00307-2  1
2001 Jepson AD, Fleet DJ, El-Maraghi TF. Robust online appearance models for visual tracking Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1. DOI: 10.1109/TPAMI.2003.1233903  1
2001 Haussecker HW, Fleet DJ. Computing optical flow with physical models of brightness variation Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 661-673. DOI: 10.1109/34.927465  1
2001 Choo K, Fleet DJ. People tracking using hybrid Monte Carlo filtering Proceedings of the Ieee International Conference On Computer Vision. 2: 321-328.  1
2001 Nestares O, Fleet DJ. Probabilistic tracking of motion boundaries with spatiotemporal predictions Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2.  1
2001 Jepson AD, Fleet DJ, El-Maraghi TF. Robust online appearance models for visual tracking Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1.  1
2000 Lippert J, Fleet DJ, Wagner H. Disparity tuning as simulated by a neural net Biological Cybernetics. 83: 61-72. PMID 10933238  1
2000 Black MJ, Fleet DJ. Probabilistic detection and tracking of motion boundaries International Journal of Computer Vision. 38: 231-245. DOI: 10.1023/A:1008195307933  1
2000 Fleet DJ, Black MJ, Yacoob Y, Jepson AD. Design and use of linear models for image motion analysis International Journal of Computer Vision. 36: 171-193. DOI: 10.1023/A:1008156202475  1
2000 Black MJ, Fleet DJ, Yacoob Y. Robustly estimating changes in image appearance Computer Vision and Image Understanding. 78: 8-31. DOI: 10.1006/cviu.1999.0825  1
2000 Sidenbladh H, Black MJ, Fleet DJ. Stochastic tracking of 3D human figures using 2D image motion Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1843: 702-718.  1
1999 Langley K, Fleet DJ, Hibbard PB. Stereopsis from contrast envelopes. Vision Research. 39: 2313-24. PMID 10367053 DOI: 10.1016/S0042-6989(98)00271-5  1
1999 Ma B, Ellis RE, Fleet DJ. Spotlights: A robust method for surface-based registration in orthopedic surgery Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1679: 936-945.  1
1998 Langley K, Fleet DJ, Hibbard PB. Linear and nonlinear transparencies in binocular vision. Proceedings. Biological Sciences / the Royal Society. 265: 1837-45. PMID 9802240 DOI: 10.1098/rspb.1998.0510  1
1998 Gurnsey R, Fleet D, Potechin C. Second-order motions contribute to vection. Vision Research. 38: 2801-16. PMID 9775327 DOI: 10.1016/S0042-6989(97)00456-2  1
1997 Potechint C, Gurnsey R, Fleet D. Nonfourier motions produce poor vection and motion after-effects Investigative Ophthalmology and Visual Science. 38: S81.  1
1997 Khan RM, Boymon GM, Fleet DJ, Heeger DJ. Neural basis of stereo dkpth perceffion measured with fMRI Investigative Ophthalmology and Visual Science. 38: S625.  1
1997 Ellis RE, Fleet DJ, Bryant JT, Rudan J, Fenton P. A method for evaluating ct-based surgical registration Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1205: 141-150.  1
1996 Langley K, Fleet DJ, Hibbard PB. Linear filtering precedes nonlinear processing in early vision. Current Biology : Cb. 6: 891-6. PMID 8805306 DOI: 10.1016/S0960-9822(02)00613-9  1
1996 Fleet DJ, Wagner H, Heeger DJ. Neural encoding of binocular disparity: energy models, position shifts and phase shifts. Vision Research. 36: 1839-57. PMID 8759452 DOI: 10.1016/0042-6989(95)00313-4  1
1996 Gurnsey R, Fleet D. A multidimensional scaling study of texture perception Investigative Ophthalmology and Visual Science. 37: S292.  1
1996 Langley K, Fleet DJ. A combined multiplicative/additive model of plaid transparency Investigative Ophthalmology and Visual Science. 37: S739.  1
1996 Potechin C, Gurnsey R, Fleet D. Vection, motion aftereffects and first and second order motion signals Investigative Ophthalmology and Visual Science. 37: S741.  1
1995 Fleet DJ, Langley K. Recursive Filters for Optical Flow Ieee Transactions On Pattern Analysis and Machine Intelligence. 17: 61-67. DOI: 10.1109/34.368151  1
1995 Clifford CWG, Langley K, Fleet DJ. Centre-frequency adaptive IIR temporal filters for phase-based image velocity estimation Iee Conference Publication. 173-177.  1
1994 Fleet DJ, Langley K. Computational analysis of non-Fourier motion. Vision Research. 34: 3057-79. PMID 7975340 DOI: 10.1016/0042-6989(94)90278-X  1
1994 Barron JL, Fleet DJ, Beauchemin SS. Performance of optical flow techniques International Journal of Computer Vision. 12: 43-77. DOI: 10.1007/BF01420984  1
1993 Fleet DJ, Jepson AD. Stability of Phase Information Ieee Transactions On Pattern Analysis and Machine Intelligence. 15: 1253-1268. DOI: 10.1109/34.250844  1
1991 Fleet DJ, Jepson AD, Jenkin MRM. Phase-based disparity measurement Cvgip: Image Understanding. 53: 198-210. DOI: 10.1016/1049-9660(91)90027-M  1
1991 Jepson AD, Fleet DJ. Phase singularities in scale-space Image and Vision Computing. 9: 338-343. DOI: 10.1016/0262-8856(91)90039-R  1
1990 Fleet DJ, Jepson AD. Computation of component image velocity from local phase information International Journal of Computer Vision. 5: 77-104. DOI: 10.1007/BF00056772  1
1989 Fleet DJ, Jepson AD. Hierarchical Construction of Orientation and Velocity Selective Filters Ieee Transactions On Pattern Analysis and Machine Intelligence. 11: 315-325. DOI: 10.1109/34.21800  1
1986 Fleet DJ, Jepson AD. The Extraction of Orientation and 2 -d Velocity Through Hierarchical Processing Proceedings of Spie - the International Society For Optical Engineering. 594: 10-20. DOI: 10.1117/12.952191  1
1985 Fleet DJ, Hallett PE, Jepson AD. Spatiotemporal inseparability in early visual processing Biological Cybernetics. 52: 153-164. PMID 3896327 DOI: 10.1007/BF00339944  1
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