2013

• Cartesian k-means. (pdf) © IEEE
  Norouzi, M. and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, 2013.
  
  

• Shared kernel information embedding for discriminative inference. (pdf) © IEEE
  Memisevic, R., Sigal, L. and Fleet, D.J.
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(4):778-790, 2012.
  
  
• Human attributes from 3D pose tracking (pdf)
  Livne, M., Sigal, L., Troje, N., and Fleet, D.J.
  Computer Vision and Image Understanding 116:648-660, 2012.
  
  
• Fast search in Hamming space with multi-index hashing (pdf) © IEEE
  Norouzi, M., Punjani, A. and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, 2012.
  
  
• Hamming distance metric learning (pdf)
  Norouzi, M., Fleet, D.J. and Salakhudinov, R.
  Neural Information Processing Systems (NIPS), Lake Tahoe, 2012.
  
  

• Motion models for people tracking. (draft)
  Fleet, D.J.
  in Guide to Visual Analysis of Humans: Looking at People.
  T. Moeslund, A. Hilton, V. Krueger, L. Sigal (eds.), Springer, pp. 171-198, 2011.
  
  
• Model-based 3D hand pose estimation from monocular video. (pdf) (video)
  de La Gorce, M., Fleet, D.J. and Paragios, N.
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(9):1793-1805, 2011.
  
  
• Shape categorization using bone graphs. (pdf)
  Macrini, D., Dickinson, S., Fleet, D.J. and Siddiqi, K.
  Computer Vision and Image Understanding, 115(8):1187--1206, 2011.
  
  
• Bone Graphs: Medial shape parsing and abstraction. (pdf)
  Macrini, D., Dickinson, S., Fleet, D.J. and Siddiqi, K.
  Computer Vision and Image Understanding, 115(7):1044--1061, 2011.
  
  
• Simultaneous tracking and activity recognition (pdf)
  Manfredotti, C., Fleet, D.J., Hamilton, H.J. and Zilles, S.
  International Conference on Tools with Artificial Intelligence (ICTAI), Boca Raton, 2011
  
  
• Minimal loss hashing for compact binary codes (pdf) (code)
  Norouzi, M. and Fleet, D.J.
  International Conference on Machine Learning (ICML), Bellevue, 2011
  
  

• Human attributes from 3D pose tracking (pdf)
  Sigal, L., Fleet, D.J., Troje, N. and Livne, M.
  European Conference on Computer Vision (ECCV), Heraklion, Greece, 2010
  
  
• Optimizing walking controllers with uncertain user inputs and environments. (pdf) (videos)
  Wang, J., Fleet, D.J. and Hertzmann, A.
  ACM Transactions on Graphics (Proc. SIGGRAPH), 29(4), Article 73, 2010.
  
  
• Dynamical binary latent variable models for 3D human pose tracking (pdf) © IEEE
  Taylor, G.W., Sigal, L., Fleet, D.J. and Hinton, G.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, 2010.
  
  
• Physics-based person tracking using the Anthropomorphic Walker. (abstract) (pdf)
  Brubaker, M.A., Fleet, D.J. and Hertzmann, A.
  International Journal of Computer Vision 87(1):140--155, 2010. [Demo code for simulation]
  
  

• Video-Based People Tracking. (pdf)
  Brubaker, M.A., Sigal, L. and Fleet, D.J.,
  in Handbook of Ambient Intelligence and Smart Environments.
  H. Nakashima, H. Aghajan, J.C. Augusto (eds.), Springer, pp. 57-88, 2009.
  
  
• Optimizing walking controllers. (pdf) (videos)
  Wang, J., Fleet, D.J. and Hertzmann, A.
  ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 28(5), Article 168, 2009.
  
  
• TurboPixels: Fast superpixels using geometric flows. (abstract) (pdf) © IEEE
  Levinshtein, A., Stere, A., Kutulakos, K., Fleet, D.J., Dickinson, S. and Sidiqqi, K.
  IEEE Transactions on Pattern Analysis and Machine Intelligence 31(12):2290--2297, 2009.
  
  
• Estimating contact dynamics. (pdf) © IEEE
  Brubaker, M.A., Sigal, L. and Fleet, D.J.
  IEEE International Conference on Computer Vision (ICCV), Kyoto, 2009.
  
  
• Stochastic image denoising. (pdf)
  Estrada, F., Fleet, D.J. and Jepson, A.D.
  British Machine Vision Conference (BMVC), London, 2009
  [* Best Paper Award *]
  
  
• Backing Off: Hierarchical decomposition of activity for 3D novel pose recovery. (pdf)
  Darby, J., Li, B., Costens, N., Fleet, D.J. and Lawrence, N.,
  British Machine Vision Conference (BMVC), London, 2009
  
  
• Relations to improve multi-target tracking in an activity recognition system. (pdf)
  Manfredotti, C., Messina, E. and Fleet, D.J.
  International Conference on Imaging for Crime Detection and Prevention, London, 2009.
  
  
• Shared kernel information embedding for discriminative inference. (pdf) © IEEE
  Sigal, L., Memisevic, R. and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, 2009.
  
  

• Gaussian process dynamical models. (abstract) (pdf) (errata) © IEEE
  Wang, J., Fleet, D.J. and Hertzmann, A.
  IEEE Transactions on Pattern Analysis and Machine Intelligence 30(2):283--298, 2008.
  
  
• Topologically constrained latent variable models. (pdf)
  Urtasun, R., Fleet, D.J., Geiger, A., Popovic, J., Darrell, T. and Lawrence, N.
  International Conference on Machine Learning (ICML), Helsinki, pp. 96-103, 2008.
  
  
• Model-based hand tracking with texture, shading and self-occlusions. (pdf) © IEEE
  De la Gorce, M., Paragos, N. and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, 2008.
  
  
• The Kneed Walker for human pose tracking. (pdf) © IEEE
  Brubaker, M.A. and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, 2008.
  
  

• Modeling human locomotion with topologically constrained latent variable models.
  Urtasun, R., Fleet, D.J., and Lawrence, N.
  Workshop on Human Motion: Understanding, Modeling, Capture and Animation, Rio de Janeiro, pp. 104-118, 2007.
  
  
• Higher-order autoregressive models for dynamic textures. (pdf)
  Hyndman, M., Jepson, A.D. and Fleet, D.J.
  British Machine Vision Conference (BMVC), Warwick, 2007.
  
  
• Physics-based person tracking using simplified lower-body dynamics. (pdf) © IEEE
  Brubaker, M.A., Fleet, D.J., and Hertzmann, A.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, pp. 1-8, 2007.
  
  
• Multifactor Gaussian Process models for style-content separation. (pdf)
  Wang, J., Fleet, D.J., and Hertzmann, A.
  International Conference on Machine Learning (ICML), Oregon, pp. 975-982, 2007.
  
  

• Motion models for 3D people tracking. (abstract) (pdf)
  Urtasun, R., Fleet, D.J. and Fua, P.
  Computer Vision and Image Understanding 104(2-3):157-177, 2006.
  
  
• Synaptic Vesicle Mobility and Presynaptic F-Actin Are Disrupted in an NSF Allele of Drosophila. (abstract) (pdf)
  Nunes, P., Haines, N., Kuppuswamy, V., Fleet, D.J. and Stewart, B.,
  Molecular Biology of the Cell 17:4709-4719, 2006
  
  
• 3D people tracking with Gaussian process dynamical models. (pdf) © IEEE
  Urtasun, R., Fleet, D.J., and Fua, P.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York, Vol. II, pp. 238-245, 2006.
  
  

• Optical flow estimation. (pdf)
  Fleet, D.J. and Weiss, Y.,
  in Mathematical models for Computer Vision: The Handbook.
  N. Paragios, Y. Chen, and O. Faugeras (eds.), Springer, pp. 239-257, 2005.
  
  
• Gaussian Process dynamical models. (pdf)
  Wang, J., Fleet, D.J., and Hertzmann, A.
  Neural Information Processing Systems (NIPS), Vancouver, pp. 1441-1448, 2005.
  
  
• Priors for people tracking from small training sets. (pdf) © IEEE
  Urtasun, R., Fleet, D.J., Hertzmann, A. and Fua, P.
  IEEE International Conference on Computer Vision (ICCV), Beijing, Vol.I, pp. 403-410, 2005.
  
  
• Monocular 3D tracking of the golf swing. (pdf) © IEEE
  Urtasun, R., Fleet, D.J. and Fua, P.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, Vol. II, pp. 932-938, 2005.
  
  
• Learning sensor network topology through Monte Carlo expectation maximization. (pdf) © IEEE
  Marinak, D., Dudek, G. and Fleet, D.J.
  IEEE Intenational Conference on Robotics and Automation (ICRA), Barcelona, 2005.
  
  

• Robust online appearance models for visual tracking. (abstract) (pdf) © IEEE
  Jepson, A.D., Fleet, D.J., El-Maraghi, T.,
  IEEE Transactions on Pattern Analysis and Machine Intelligence 25(10):1296-1311, 2003.
  
  
• Perceptually-supported image editing of text and graphics. (pdf)
  Saund, E., Fleet, D.J., Larner, D., and Mahoney, J.V.
  ACM Symposium on User Interface Software and Technology (UIST '03), Vancouver, 2003.
  (also see ACM CHI Letters 5(2):183-192 )
  [* Best Paper Award *]
  
  
• Error-in-variables likelihood functions for motion estimation. (pdf) © IEEE
  Nestares, O. and Fleet, D.J.
  IEEE Intenational Conference on Image Processing (ICIP), Barcelona, vol. III, pp. 77-80, 2003.
  
  

• Bayesian inference of visual motion boundaries. (pdf)
  Fleet, D.J., Black, M.J. and Nestares O.,
  in Exploring Artificial Intelligence in the New Millennium,
  G. Lakemeyer and B. Nebel (eds.), Morgan Kaufmann Press, pp. 139-173, 2002.
  
  
• Hybrid Monte Carlo filtering: Edge-based people tracking. (pdf) © IEEE
  Poon, E. and Fleet, D.J.
  IEEE Workshop on Motion and Video Computing, Orlando, pp. 151-158, 2002.
  
  
• A layered motion representation with occlusion and compact spatial support. (pdf)
  Jepson, A.D., Fleet, D.J. and Black, M.J. (2002)
  European Conference on Computer Vision (ECCV), Copenhagen, Vol. I, pp. 692-706, 2002.
  
  
• A probabilistic theory of occupancy and emptiness. (pdf)
  Bhotika, R., Fleet, D.J., and Kutulakos, K.
  European Conference on Computer Vision (ECCV), Copenhagen, Vol. III, pp. 112-130, 2002.
  
  
• Perceptual organization as a foundation for intelligent sketch editing. (pdf)
  Saund, E., Mahoney, J., Fleet, D.J., Larner, D. and Lank, E. (2002)
  AAAI Spring Symp. on Sketch Understanding, Stanford University, 2002
  
  

• Velocity likelihoods in biological and machine vision. (pdf)
  Weiss, Y. and Fleet, D.J.,
  in Probabilistic Models of the Brain: Perception and Neural Function ,
  R.P.N. Rao, B.A. Olshausen and M.S. Lewicki (eds.), MIT Press, pp. 81-100, 2001.
  
  
• Human cortical activity correlates with stereoscopic depth perception. (abstract) (pdf)
  Backus, B., Fleet, D.J., Parker, A.J. and Heeger, D.J.,
  Journal of Neurophysiology 86(10):2054-2068, 2001.
  
  
• Estimating optical flow with physical models of brightness variation. (abstract) (pdf) © IEEE
  Haussecker, H.W. and Fleet, D.J.,
  IEEE Transactions on Pattern Analysis and Machine Intelligence 23(6):661-673, 2001.
  
  
• Texture space. (abstract) (pdf)
  Gurnsey, R., and Fleet, D.J.,
  Vision Research 41(3):745-757, 2001.
  
  
• Robust, on-line appearance models for vision tracking. (pdf) © IEEE
  Jepson, A.D., Fleet, D.J. and El-Maraghi, T.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Kauai, Vol. I, pp. 415-422, 2001.
  [* Best Paper Runner-up *]
  
  
• Detection and tracking of motion boundaries. (pdf) © IEEE
  Nestares, O. and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Kauai, Vol. II. pp. 358-365, 2001.
  
  
• Perceptual organization as a foundation for graphics recognition.
  Saund, E., Mahoney, J., Larner, D., and Fleet, D.J.
  IAPR International Workshop on Graphics Recognition, Kingston, Canada, 2001.
  
  
• Lattice particle filters. (pdf)
  Ormoneit, D., Lemieux, C., and Fleet, D.J.
  Conference on Uncertainty in Artifical Intelligence (UAI), August 2001, Morgan Kaufmann Press, pp. 395-402, 2001.
  
  
• People tracking using hybrid Monte Carlo filtering. (pdf) © IEEE
  Choo, K. and Fleet, D.J.
  IEEE International Conference on Computer Vision (ICCV), Vancouver, Vol II, pp. 321-328, 2001
  
  

• Probabilistic detection and tracking of motion boundaries. (abstract) (pdf)
  Black, M.J. and Fleet, D.J.,
  International Journal of Computer Vision 38(3):231-245, 2000.
  
  
• Disparity tuning as simulated by a neural net. (abstract) (pdf)
  Lippert, J, Fleet, D.J., and Wagner, H.,
  Biological Cybernetics 83(1):61-72, 2000.
  
  
• Design and use of linear models for image motion analysis. (abstract) (pdf)
  Fleet, D.J., Black, M.J., Yacoob, Y., and Jepson, A.D.,
  International Journal of Computer Vision 36(3):171-193, 2000.
  
  
• Robustly estimating changes in image appearance. (abstract) (pdf)
  Black, M.J., Fleet, D.J., and Yacoob, Y.,
  Computer Vision and Image Understanding 78(1):8-31, 2000.
  
  
• Stochastic tracking of 3D human figures using 2d image motion. (pdf)
  Sidenbladh, H., Black, M.J., and Fleet, D.J.
  European Conference on Computer Vision (ECCV), Dublin, Vol. II, pp. 702-718, 2000
  [* Koenderink Prize Paper *]
  
  
• Computing optical flow with physical models of brightness variation. (pdf) © IEEE
  Haussecker, H. and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hilton Head, Vol. II, pp. 760-767, 2000.
  
  
• Likelihood functions and confidence bounds for total-least-squares problems. (pdf) © IEEE
  Nestares, O., Fleet, D.J., and Heeger, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hilton Head, Vol. I, pp. 523-530, 2000.
  
  
• Learning and tracking human motion using functional analysis. (pdf) © IEEE
  Ormoneit, D., Sidenbladh, H., Black, M.J., Hastie, T., and Fleet, D.J.
  IEEE Workshop on Human Modeling, Analysis and Synthesis, Hilton Head, 2000.
  
  

• Stereopsis from contrast envelopes. (abstract) (pdf)
  Langley, K., Fleet, D.J., and Hibbard, P.,
  Vision Research 39(14): 2313-2324, 1999.
  
  
• A robust method for surface-based registration.
  Ma, B., Ellis, R.E. and Fleet, D.J.
  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Cambridge, UK, September, Spring Verlag, pp. 936-944, 1999.
  
  
• Probabilistic detection and tracking of motion discontinuities. (pdf) © IEEE
  Black, M.J. and Fleet, D.J.
  IEEE International Conference on Computer Vision (ICCV), Corfu, Greece, September, pp. 551-558, 1999.
  [* Marr Prize Honorable Mention (runner up for best paper) *]
  
  

• Linear and nonlinear transparency in binocular vision. (abstract) (pdf)
  Langley, K., Fleet, D.J., and Hibbard, P.,
  Proceedings of the Royal Society (London) B, 265: 1837-1845, 1998.
  
  
• Second-order motions contribute to vection. (abstract) (pdf)
  Gurnsey, R., Fleet, D.J. and Potechin, C.,
  Vision Research, 38(18) 2801-2816, 1998.
  
  
• Motion feature detection using steerable flow fields. (pdf) © IEEE
  Fleet, D.J., Black, M.J. and Jepson, A.D.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Santa Barbara, June, pp. 274-281, 1998.
  
  
• A framework for modeling appearance change in image sequences. (pdf) © IEEE
  Black, M.J., Fleet, D.J., and Yacoob, Y.
  IEEE International Conference on Computer Vision (ICCV), Mumbai, India, January, pp. 660-667, 1998.
  
  

• Embedding invisible information in color images. (colour pdf) (b&w pdf) © IEEE
  Fleet, D.J. and Heeger, D.J.
  IEEE International Conference on Image Processing (ICIP), Santa Barbara, October, Vol. I, pp. 532-535, 1997.
  
  
• Learning parameterized models of image motion. (pdf) © IEEE
  Black, M.J., Yacoob, Y., Jepson, A.D., and Fleet, D.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Puerto Rico, June, pp. 561-567, 1997.
  
  
• Modelling appearance change in image sequences.
  Black, M.J., Yacoob, Y., and Fleet, D.J.
  International Workshop on Visual Form, Capri, Italy, May. World Scientific Pub., C. Arcelli, L.P. Cordella, and G.S. di Baja, Eds., pp. 11-20, 1997.
  
  
• A method for evaluating CT-based surgical registration.
  Ellis, R., Fleet, D., Bryant, T., Rudan, J., and Fenton, P.
  International Conference on Medical Robotics and Computer Assisted Surgery, Grenoble, March, pp. 141-150, 1997.
  
  

• Modeling binocular neurons in primary visual cortex. (pdf)
  Fleet, D.J., Heeger, D.J. and Wagner, H.,
  in Computational and Biological Mechanisms of Visual Coding, M. Jenkin and L. Harris (eds.), Cambridge University Press, pp. 103-130, 1996.
  
  
• Neural encoding of binocular disparity: Energy model, position shifts and phase shifts. (abstract) (pdf)
  Fleet, D.J., Wagner, H. and Heeger, D.J.,
  Vision Research, 36(12) 1839-1857, 1996.
  
  
• Linear filtering precedes nonlinear processing in early vision. (abstract) (pdf)
  Langley, K., Fleet, D.J., and Hibbard, P.,
  Current Biology, 6(7) 891-896, 1996
  
  

• Recursive filters for optical flow. (abstract) (pdf) © IEEE
  Fleet, D.J. and Langley, K.,
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 17(1):61-67, 1995.
  
  
• Centre-frequency adaptive IIR temporal filters for phase-based image velocity estimation. (pdf)
  Clifford, C., Langley, K. and Fleet, D.J.
  IEE International Conference on Image Processing and Applications, Edinburgh, July, pp. 173-178, 1995.
  
  

• Computational analysis of non-Fourier motion. (abstract) (pdf)
  Fleet, D.J. and Langley, K.,
  Vision Research, 34(22):3057-3079, 1994.
  
  
• Performance of optical flow techniques. (abstract) (pdf)
  Barron, J.L., Fleet, D.J., and Beauchemin, S.,
  International Journal of Computer Vision, 12(1):43-77, 1994.
  
  
• Stable estimation of image orientation. (pdf) © IEEE
  Haglund, L. and Fleet, D.J.
  IEEE International Conference on Image Processing (ICIP), Austin, November Vol. III, pp. 68-72, 1994
  
  
• Disparity from local weighted phase-correlation. (pdf) © IEEE
  Fleet, D.J.
  IEEE International Conf. on SMC, San Antonio, October, pp. 48-56, 1994.
  
  

• Stability of phase information. (abstract) (pdf) © IEEE
  Fleet, D.J. and Jepson, A.D.,
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 15(12):1253-1268, 1993.
  
  
• Toward real-time optical flow.
  Fleet, D.J. and Langley, K.
  Vision Interface,, Toronto, May, pp. 116-124, 1993.
  
  

• Measurement of Image Velocity.
  Fleet, D.J.,
  Kluwer Academic Press, Norwell, MA, 1992.
  
  
• Recursive filters for phase-based optical flow.
  Langley, K. and Fleet, D.J.
  Isreali Conference on Vision and AI, Ramat Gan, Isreal, December, pp. 255-264, 1992.
  
  
• Multiple binaural time delay estimation.
  Langley, K. and Fleet, D.J.
  ESCA Workshop on Speech Processing in Adverse Conditions, Cannes, November, pp. 159-162 (ISSN 1018-4554), 1992.
  
  
• On transparent motion computation.
  Langley, K., Fleet, D.J., and Atherton, T.J.
  British Machine Vision Conference (BMVC), Leeds, Springer-Verlag, pp. 245-255, 1992.
  
  
• Performance of optical flow techniques.
  Barron, J.L., Fleet, D.J., Beauchemin, S., and Burkitt, T.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Champaign, June, pp. 236-242, 1992.
  
  
• Multiple motions from instantaneous frequency.
  Langley, K., Fleet, D.J., and Atherton, T.J.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Champaign, June, pp. 846-849, 1992.
  
  

• Phase singularities in scale-space. (abstract) (pdf)
  Jepson, A.D. and Fleet, D.J.,
  Image and Vision Computing Journal, 9(5): 338-343, 1991.
  
  
• Phase-based disparity measurement. (abstract) (pdf)
  Fleet, D.J., Jepson, A.D., and Jenkin, M.,
  CVGIP: Image Understanding, 53(2): 198-210, 1991.
  
  
• Stability of phase information.
  Fleet, D.J. and Jepson, A.D.
  IEEE Workshop on Visual Motion, Princeton, October 1991, pp. 52-60, 1991.
  
  

• Scale-space singularities.
  Jepson, A.D., and Fleet, D.J.
  European Conference on Computer Vision (ECCV), Antibes, April, Springer-Verlag, pp. 50-55, 1990.
  
  
• Computation of component image velocity from local phase information. (abstract) (pdf)
  Fleet, D.J. and Jepson, A.D.,
  International Journal of Computer Vision, 5(1): 77-104, 1990.
  
  

• Hierarchical construction of orientation and velocity selective filters.
  Fleet, D.J. and Jepson, A.D.,
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(3): 315-325, 1989.
  
  
• Computation of normal velocity from local phase information.
  Fleet, D.J. and Jepson, A.D.
  IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), San Diego, pp. 379-386, 1989.
  
  
• Computation of normal velocity from local phase information.
  Fleet, D.J. and Jepson, A.D.
  Optical Society of America Meeting on Image Understanding and Machine Vision, Cape Cod, pp. 58-61, 1989.
  
  
• Spatiotemporal inseparability in early vision: centre-surround models and velocity selectivity.
  Fleet, D.J., and Jepson, A.D.,
  Computational Intelligence, 1(3): 89-102, 1985.
  
  
• Spatiotemporal inseparability in early visual processing.
  Fleet, D.J., Hallett, P.E., and Jepson, A.D.,
  Biological Cybernetics, 52(2): 153-164, 1985.