한국지능시스템학회논문지 (Journal of the Korean Institute of Intelligent Systems)

  • 제11권7호
  • /
  • Pages.641-648
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  • 2001
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  • 1976-9172(pISSN)
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  • 2288-2324(eISSN)
한국지능시스템학회 (Korean Institute of Intelligent Systems)
권호 표지

Intelligent and Robust Face Detection

  • Park, Min-sick (ICS Lab., Dept. of Electrical and Electronic Engineering, Yonsei University) ;
  • Park, Chang-woo (ICS Lab., Dept. of Electrical and Electronic Engineering, Yonsei University) ;
  • Kim, Won-ha (Devision of Electrical and Electronic Engineering, Myongji University) ;
  • Park, Mignon (ICS Lab., Dept. of Electrical and Electronic Engineering, Yonsei University)
  • 발행 : 2001.12.01
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초록

A face detection in color images is important for many multimedia applications. It is first step for face recognition and can be used for classifying specific shorts. This paper describes a new method to detect faces in color images based on the skin color and hair color. This paper presents a fuzzy-based method for classifying skin color region in a complex background under varying illumination. The Fuzzy rule bases of the fuzzy system are generated using training method like a genetic algorithm(GA). We find the skin color region and hair color region using the fuzzy system and apply the convex-hull to each region and find the face from their intersection relationship. To validity the effectiveness of the proposed method, we make experiment with various cases.

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참고문헌

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