Real-time face detection based on skin-color model and morphology filters

被引：3
|
作者：
Lv, YX [1 ]
Liu, ZQ [1 ]
Zhu, XH [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, Beijing 100088, Peoples R China
来源：
2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS | 2003年
关键词：
real-time facede tection; skin-color model; mathematical morphological filter;
D O I：
10.1109/ICMLC.2003.1260131
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a new real-time face detection method that uses the skin color model in the YCrCb chrominance space to remove the non-skin-color pixels from the image from which we then extract candidate human face regions. We use the mathematical morphological filter to remove noisy regions and fill holes in the skin-color region. To locate the face region, we computer the similarity between the human face features and the candidate face regions in the image. We have implemented this algorithm in our smart media systems and found it effective in a real environment.
引用
收藏
页码：3203 / 3207
页数：5
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