David J. Fleet

David Fleet is an area manager and a member of research staff at the Palo Alto Research Center (PARC). He received a PhD in Computer Science from the University of Toronto in 1991. From 1991 to 2000 he was on faculty at Queen's University, Canada, in the Department of Computing and Information Science, with cross-appointments in Psychology and Electrical Engineering. In 1999 he joined Xerox PARC (now PARC) where he currently manages the Digital Video Analysis Group and the Perceptual Document Analysis Group.

In 1996 Dr. Fleet was awarded an Alfred P. Sloan Research Fellowship for his research on biological vision. His 1999 paper with Michael Black on probabilistic detection and tracking of motion boundaries received Honorable Mention for the Marr Prize at the IEEE International Conference on Computer Vision. His 2001 paper with Allan Jepson and Thomas El-Maraghi on robust appearance models for visual tracking was awarded runner-up for the best paper at the IEEE Conference on Computer Vision and Pattern Recognition. He is an associate editor of IEEE Transactions on Pattern Analysis and Machine Intelligence, and program co-chair for the 2003 IEEE Conference on Computer Vision and Pattern Recognition.

His research interests include computer vision, image processing, visual perception, and visual neuroscience. He has published research articles and one book on various topics including the estimation of optical flow and stereoscopic disparity, probabilistic methods in motion analysis, modeling appearance in image sequences, non-Fourier motion and stereo perception, and the neural basis of stereo vision.