%0 Journal Article
%T Human face detection based on skin color model and BDF<br>基于肤色模型和贝叶斯判别的人脸检测
%A LI Guo-hui
%A MEI Kui-zhi
%A YUAN Ze-jian
%A <br>李国辉
%A 梅魁志
%A 袁泽剑
%J 计算机应用
%D 2006
%I 
%X A frontal face detection system in color images was constructed. First, a skin color information database was established according to the characteristic that skin color is distributed in centralized region along Y axis in YCbCr space. According to the database, skin region could be detected. Second, the Bayesian statistical model using discriminating feature was constructed to detect multiple frontal faces in skin region. Finally, in order to accelerate the face searching, some heuristic searching criteria were defined. The experimental results show that the face detection system uses few of samples, but displays relatively better performance while testing images with complicated background and diverse sources.
%K face detection
%K skin color model
%K Bayesian Discriminating Feature(BDF) method
%K heuristic searching criteria<br>人脸检测
%K 肤色模型
%K 贝叶斯待征判别方法
%K 启发式搜索策略
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=1AC89D720A293C93&yid=37904DC365DD7266&vid=96C778EE049EE47D&iid=5D311CA918CA9A03&sid=0ADDA70032243493&eid=9F5F5A017B7EC6D9&journal_id=1001-9081&journal_name=计算机应用&referenced_num=0&reference_num=6