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http://dx.doi.org/10.3745/KIPSTB.2004.11B.7.885

Multi-modal Biometrics System Based on Face and Signature by SVM Decision Rule  

Min Jun-Oh ((주)아이디테크연구원)
Lee Dae-Jong (충북대학교 컴퓨터정보통신연구소)
Chun Myung-Geun (충북대학교 전기전자 및 컴퓨터공학부)
Publication Information
The KIPS Transactions:PartB / v.11B, no.7, 2004 , pp. 885-892 More about this Journal
Abstract
In this paper, we propose a multi-modal biometrics system based on face and signature recognition system. Here, the face recognition system is designed by fuzzy LDA, and the signature recognition system is implemented with the LDA and segment matching methods. To effectively aggregate two systems, we obtain statistical distribution models based on matching values for genuine and impostor, respectively. And then, the final verification is Performed by the support vector machine. From the various experiments, we find that the proposed method shows high recognition rates comparing with the conventional methods.
Keywords
Multi-modal Biometrics Recognition; SVM; Face Recognition; Signature Recognition; Biometrics Recognition;
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Times Cited By KSCI : 2  (Citation Analysis)
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