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ICIP
2001
IEEE

Adaptive video background modeling using color and depth

14 years 5 months ago
Adaptive video background modeling using color and depth
Copyright 2001 IEEE. Published in the 2001 International Conference on Image Processing (ICIP-2001), October 7-10, 2001, Thessaloniki, Greece. 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: Manager, Copyrights and Permissions / IEEE Service Center / 445 Hoes Lane / P.O. Box 1331 / Piscataway, NJ 08855-1331, USA. Telephone: + Intl. 732-562-3966. A new algorithm for background estimation and removal in video sequences obtained with stereo cameras is presented. Per-pixel Gaussian mixtures are used to model recent scene observations in the combined space of depth and luminance-invariant color. These mixture models adapt over time, and are used to build a new model of the background at each time step. This combination in itself is novel, but we als...
Gaile G. Gordon, John Woodfill, Michael Harville
Added 25 Oct 2009
Updated 27 Oct 2009
Type Conference
Year 2001
Where ICIP
Authors Gaile G. Gordon, John Woodfill, Michael Harville
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