Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)

The Institute of Electronics and Information Engineers (대한전자공학회)
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Face Verification Using Optimum Nonlinear Composite Filter

Optimum 비선형 합성필터를 이용한 얼굴인증

  • Lee, Ju-Min (School of Information and Communication Engineering, Daegu University) ;
  • Yeom, Seok-Won (School of Information and Communication Engineering, Daegu University) ;
  • Hong, Seung-Hyun (Department of Computer Science, University of Connecticut)
  • 이주민 (대구대학교 정보통신공학부) ;
  • 염석원 (대구대학교 정보통신공학부) ;
  • 홍승현 (코네티컷 대학교 컴퓨터공학과)
  • Published : 2008.06.18
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Abstract

In this paper, we discuss face verification using the optimum nonlinear composite filter. The optimum nonlinear composite filter is derived by minimizing the output energy due to the additive noise and the input scene. We construct the nonlinear composite filter with 3 training images. The performance is analyzed in terms of the detection probability and the false alarm probability showing the robustness to distortion and noise.

Keywords