• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2008, Vol. 30 ›› Issue (6): 54-58.

• 论文 • 上一篇    下一篇

基于肤色与模板匹配的人脸识别

谢毓湘 王卫威 栾悉道 吴玲达 老松杨   

  • 出版日期:2008-06-01 发布日期:2010-05-19

  • Online:2008-06-01 Published:2010-05-19

摘要:

本文提出了一种基于肤色与模板匹配的人脸识别算法。我们首先利用肤色在HSI空间的聚类特征对肤色加以判别,继而提取出人脸候选区域,最后通过模板匹配过程对候选区域加以识别。实验结果表明,该算法简单易实现,在执行时间及识别率上均取得了令人满意的效果。

关键词: 肤色 模板匹配 人脸探测 人脸识别

Abstract:

This paper presents an algorithm for face recognition using skin color and template matching. First, skin pixels are distinguished from the non-skin p ixels using the clutter feature of skin color in the HSI color space. Then, the candidate regions of faces are extracted from the results above. In the   end, face recognition is accomplished using template matching. The experimental results show the algorithm is simple and easy-to-implement, and is satis  factory in execution time and recognition rate.

Key words: skin color, template matching;face detection;face recognition