Face recognition with pose and illumination variations using new SVRDM support vector machine

David P. Casasent; Chao Yuan

doi:10.1117/12.548058

12 April 2004 Face recognition with pose and illumination variations using new SVRDM support vector machine

David P. Casasent, Chao Yuan

Proceedings Volume 5437, Optical Pattern Recognition XV; (2004) https://doi.org/10.1117/12.548058
Event: Defense and Security, 2004, Orlando, Florida, United States

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.

Citation Download Citation

David P. Casasent and Chao Yuan "Face recognition with pose and illumination variations using new SVRDM support vector machine", Proc. SPIE 5437, Optical Pattern Recognition XV, (12 April 2004); https://doi.org/10.1117/12.548058

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