David J Fleet
Professor
Faculty Member and CIFAR AI Chair
Faculty Affiliate
|
Research |
I work with Google DeepMind in Toronto and the University of Toronto.
I joined the University of Toronto in 2004, and the Google Brain Team in
Toronto in 2020.
Prior to our move to Toronto I worked in the Digital Video Analysis and
Perceptual Document Analysis Groups at
Xerox PARC (1999-2003),
and at Queen's University
in Kingston (1990-1998).
During 2012-2017 I served as Chair of the Department of Computer and
Mathematical Sciences at the University of Toronto Scarborough.
I have been a faculty member at the Vector Institute since 2017,
serving as Associate Research Director, Industry Innovations until 2020.
I served as Associate Editor (2000-2003) and then as Associate
Editor-in-Chief (2004-2008) for
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
I also served as Program Co-Chair of IEEE CVPR (2003), ECCV (2014), and as Area
Chair for numerous vision and learning conferences (CVPR, ECCV, ICCV, NIPS,
ICML). At present I serve on the Advisory Board for IEEE Transactions on PAMI.
I also serve as Scientific Advisor to
Structura Biotechnology.
My research interests span aspects of computer vision, machine learning,
image processing, visual neuroscience, and computational biology.
Most of my research in vision and
image analysis has focused on mathematical foundations and algorithms for
visual motion analysis and stereopsis, tracking, human pose and motion
estimation, video classification/captioning, multiview 3D reconstruction,
and more recently 3D reconstruction for electron cryo-microscopy.
My research in machine learning has focused on discrete and continuous
latent variable generative models (for images, video, human pose and motion),
and on large scale data indexing and retrieval.
Further Information |
Teaching
Selected Publications
Google Scholar
Talks
Structura Biotechnology Inc
Data and Software
Vision Group at UofT
Students and Colleagues
Biographical Information and CV
Images of my brain
2010 Koenderink Prize
2014 TEDxTORONTO talk
Contact Information |
Department of Computer Science
University of Toronto
6 King's College Rd,
Pratt Building, Rm. 391
Toronto, Canada M5S 3H5
Map / Directions to DCS
Department of Computer and Mathematical Sciences
University of Toronto Scarborough
Office: IC484
IC Building, 1265 Military Trail,
Toronto, Canada M1C 1A4
Phone: 416 287 7219
Fax: 416 287 5630
Map / Directions to CMS/UTSC
Email: fleet at cs dot toronto dot edu