The Journal of Korean Institute of Communications and Information Sciences (한국통신학회논문지)
- Volume 21 Issue 8
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- Pages.1874-1884
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- 1996
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- 1226-4717(pISSN)
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- 2287-3880(eISSN)
Face seqmentation using automatic searching algorithm of thresholding value and statistical projection analysis
자동 임계점 탐색 알고리즘과 통계적 투영 분석을 이용한 얼굴 분할
Abstract
In this paper, we proposed automatic searching algorithm of thresholding value using multilevel thresholding for face segmentation from input bust image effectively. The proposed algorithm extracted the thresholding value of brightness that is formed background region, face region and hair region without illumination, background and face size from input image. The statistical projection analysis project the brightness of multilevel thresholding image into horizontal and vertical direction and decide the thresholding value of face. And the algorithm extracted elliptical type block of face from input image in order to reduce the back ground region and hair region efficiently. The proposed algorithm can reduce searching area of feature extraction and processing time for face recognication.
Keywords