A Face Detection Algorithm using Skin Color and Elliptical Shape Information

살색 정보와 타원 모양 정보를 이용한 얼굴 검출 기법

  • 강성화 (한국과학기술원 전자전산학과) ;
  • 김휘용 (한국과학기술원 전자전산학과) ;
  • 김성대 (한국과학기술원 전자전산학과)
  • Published : 2000.11.01

Abstract

In this paper, we present an efficient face detection algorithm for locating vertical views of human faces in complex scenes. The algorithm models the distribution of human skin color in YCbCr color space and find various ace candidate regions. Face candidate regions are found by thresholding with predetermined thresholds. For each of these face candidate regions, The sobel edge operator is used to find edge regions. For each edge region, we used an ellipse detection algorithm which is similar to hough transform to refine the candidate region. Finally if a substantial number of he facial features (eye, mouth) are found successfully in the candidate region, we determine he ace candidate region as a face region. e show empirically that the presented algorithm an find the face region very well in the complex scenes.

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