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Proceedings Paper

Face recognition with pose and illumination variations using new SVRDM support vector machine
Author(s): David P. Casasent; Chao Yuan
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Paper Abstract

Face recognition with both pose and illumination variations is considered. In addition, we consider the ability of the classifier to reject non-member or imposter face inputs; most prior work has not addressed this. A new SVRDM support vector representation and discrimination machine classifier is proposed and initial face recognition-rejection results are presented.

Paper Details

Date Published: 12 April 2004
PDF: 12 pages
Proc. SPIE 5437, Optical Pattern Recognition XV, (12 April 2004); doi: 10.1117/12.548058
Show Author Affiliations
David P. Casasent, Carnegie Mellon Univ. (United States)
Chao Yuan, Carnegie Mellon Univ. (United States)

Published in SPIE Proceedings Vol. 5437:
Optical Pattern Recognition XV
David P. Casasent; Tien-Hsin Chao, Editor(s)

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