Face recognition using new SVRDM support vector machine

David P. Casasent; Chao Yuan

doi:10.1117/12.519592

30 September 2003 Face recognition using new SVRDM support vector machine

David P. Casasent, Chao Yuan

Proceedings Volume 5267, Intelligent Robots and Computer Vision XXI: Algorithms, Techniques, and Active Vision; (2003) https://doi.org/10.1117/12.519592
Event: Photonics Technologies for Robotics, Automation, and Manufacturing, 2003, Providence, RI, 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 using new SVRDM support vector machine", Proc. SPIE 5267, Intelligent Robots and Computer Vision XXI: Algorithms, Techniques, and Active Vision, (30 September 2003); https://doi.org/10.1117/12.519592

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