| 基于肤色统计矩和Adaboost算法的人脸检测研究 |
| |
| 引用本文： | 郝存明,陈宏彩,李倩,邓建科.基于肤色统计矩和Adaboost算法的人脸检测研究[J].河北省科学院学报,2011,28(1):6-9. |
| |
| 作者姓名： | 郝存明 陈宏彩 李倩 邓建科 |
| |
| 作者单位： | 1. 河北省科学院应用数学研究所,河北石家庄050081;石家庄开发区冀科双实科技有限公司,河北石家庄050081
2. 保定广播电视大学,河北保定,071000 |
| |
| 摘 要： | 采用基于Adaboost的人脸检测算法检测出彩色图像中的人脸候选区域,在此基础上利用人脸肤色统计矩剔除非人脸区域,最终实现对人脸的准确检测.由于本算法检测速度快、准确率高可以应用于对实时性要求较高的智能监控领域.
|
| 关 键 词： | Adaboost 统计矩 HSV空间 人脸检测 智能监控 |
Face detection based on skin color moment and Adaboost Algorithm |
| |
| HAO Cun-ming,CHEN Hong-cai,LI Qian,DENG Jian-ke.Face detection based on skin color moment and Adaboost Algorithm[J].Journal of The Hebei Academy of Sciences,2011,28(1):6-9. |
| |
| Authors: | HAO Cun-ming CHEN Hong-cai LI Qian DENG Jian-ke |
| |
| Institution: | HAO Cun-ming1,2,CHEN Hong-cai1,LI Qian1,DENG Jian-ke3(1.Institute of Applied Mathmatics,Hebei Academy of Science,Shijiazhuang Hebei,050081,China,2.SJZJKSS Technology Co.,Ltd,3.Baoding Radio&TV University,Baoding Hebei,071000,China) |
| |
| Abstract: | An face detection algorithm based on Adaboost is used to detect the face area possibly existing in the color image,then eliminate the false face area with skin color moment,and in this way accurate detection of face is achieved.the high detection rate and real-time performance of the algorithm is suitable to intelligent surveillance. |
| |
| Keywords: | Adaboost Moment HSV color space Face detection Intelligent surveillance |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
