Flexible Jet Point Setting In Gabor Filter Based Face Recognition

가보필터기반 얼굴인식에서의 유동적 Jet Point Setting

  • 신하송 (고려대학 전자 및 정보공학과) ;
  • 김병우 (다임텍㈜) ;
  • 이정안 (고려대학 전자 및 정보공학과) ;
  • 김민기 (고려대학 전자 및 정보공학과)
  • Published : 2003.07.01

Abstract

This paper focused on the possibility of face recognition using Flexible let Point Setting method in Gabor Filter Based Face Recognition. Gabor Filter is very sensible to the Texture variation. Therefore, any little change in the face expression or rotation of posture make recognition rate down significantly. A suggested solution for this problem is the Flexible Jet Point Setting. A significant effect of this method is that the number of Jet Point has been reduced from over 150 to under 30 even though the change of recognition rate between two methods is neglectable, Furthermore a set of feature values which results from a set of Gabor filtering became insensible to face variation such as expression, rotation, and light effect. Retinex Algorithm which has been developed by NASA are used as pre-processing.

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