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서지반출
Block Based Face Detection Scheme Using Face Color and Motion Information
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  • Block Based Face Detection Scheme Using Face Color and Motion Information
  • Block Based Face Detection Scheme Using Face Color and Motion Information
저자명
Kim. Soo-Hyun,Lim. Sung-Hyun,Cha. Hyung-Tai,Hahn. Hern-Soo
간행물명
퍼지 및 지능시스템학회 논문지
권/호정보
2003년|13권 4호|pp.461-468 (8 pages)
발행정보
한국지능시스템학회
파일정보
정기간행물|ENG|
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기타
이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

In a sequence of images obtained by surveillance cameras, facial regions appear very small and their colors change abruptly by lighting condition. This paper proposes a new face detection scheme, robust on complex background, small size, and lighting conditions. The proposed method is consisted of three processes. In the first step, the candidates for the face regions are selected using face color distribution and motion information. In the second stage, the non-face regions are removed using face color ratio, boundary ratio, and average of column-wise intensity variation in the candidates. The face regions containing eyes and mouth are segmented and classified, and then they are scored using their topological relations in the last step. To speed up and improve a performance the above process, a block based image segmentation technique is used. The experiments have shown that the proposed algorithm detects faced regions with more than 91% of accuracy and less than 4.3% of false alarm rate