Fast, Integrated Person Tracking and Activity Recognition with Plan-View Templates from a Single Stereo Camera

Copyright 2004 IEEE. Published in Conference on Computer Vision and Pattern Recognition (CVPR-2004), June 27 - July 2, 2004, Washington DC. Personal use of this material is permitted. Permission to reprint/republish for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works, must be obtained from the IEEE. Contact: Manager, Copyrights and Permissions / IEEE Service Center / 445 Hoes Lane / P.O. Box 1331 / Piscataway, NJ 08855-1331, USA. Telephone: + Intl. 732-562-3966. Plan-view projection of real-time depth imagery can improve the statistics of its intrinsic 3D data, and allows for cleaner separation of occluding and closely-interacting people. We build a probabilistic, real-time multi-person tracking system upon a plan-view image substrate that well preserves both shape and size information of foreground objects. The tracking's robustness derives...

• Type: Conference
• Year: 2004
• Where: CVPR
• Authors: Michael Harville, Dalong Li
• Keywords: Computer Vision, Copyright 2004 Ieee, CVPR 2004, Person Models, Pose Recognition, Real-time Activity Recognition, Real-time Multi-person Tracking