System for registering and authenticating human face using support vector machines and method thereof

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United States of America Patent

PATENT NO 7092555
APP PUB NO 20030103652A1
SERIAL NO

10147973

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Abstract

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A system for performing face registration and authentication using face information, and a method thereof. A set of readily distinguishable features for each user is selected at a registration step and only the set of features selected at the registration step is used at a face authentication step, whereby memory use according to unnecessary information and amount of data calculation for face authentication can be reduced. Thus, the present system has an advantage in that identity authentication through face authentication can be performed even under restricted environments of a USB token or smart card with limited resources. The present system further has advantages in that authentication performance is improved, as readily distinguishable feature information is used, and the time for face authentication is reduced, as face authentication is performed using the SVM built by using the optimal set of readily distinguishable features at a training step.

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Patent Owner(s)

Patent OwnerAddress
ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTEDAEJEON 34129

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Byun, Hyeran Seoul, KR 11 145
Chung, Yongwha Daejeon, KR 5 223
Lee, Kyunghee Daejeon, KR 58 489
Park, Chee Hang Daejeon, KR 20 784

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