A New Face Detection Algorithm Based on Skin Color Segmentation

被引：0
|
作者：
Yang, Yuanbo [1 ]
Xie, Chenggang [1 ]
Du, Liebo [1 ]
Lu, Qin [1 ]
机构：
[1] Natl Univ Def Technol, Coll Mechatron Engn & Automat, Changsha, Hunan, Peoples R China
来源：
2015 CHINESE AUTOMATION CONGRESS (CAC) | 2015年
关键词：
face detection; Skin segmentation; support vector machine; YCgCr color space;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a new face detection approach based on skin color segmentation is presented. First, the color image is converted into YCgCrcolor space from RGB, because the performance of clustering is excellent in YCgCr color space. We get the segmented image by using the algorithm of support vector machine in YCgCr color space. Finally, we offer a face verification algorithm according to the geometric features of face after morphological operation to wide off non-face areas. Experimental results show that the method is valid, fast and suitable for rapid detection system.
引用
收藏
页码：523 / 526
页数：4
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