|本期目录/Table of Contents|

[1]曾龙龙,许建龙,袁张露.基于颜色重心和分层过滤结构的人脸检测算法[J].浙江理工大学学报,2012,29(01):79-83.
　ZENG Long\|long,XU Jiang\|long,YUAN Zhang\|lu. Face Detection Using Color Barycenter andHierarchical Filtering Structure[J].Journal of Zhejiang Sci-Tech University,2012,29(01):79-83.
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基于颜色重心和分层过滤结构的人脸检测算法()
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浙江理工大学学报[ISSN:1673-3851/CN:33-1338/TS]

卷:
第29卷
期数:
2012年01期
页码:
79-83
栏目:
出版日期:
2012-02-28

文章信息/Info

Title:
 Face Detection Using Color Barycenter andHierarchical Filtering Structure
文章编号:
16733851 (2012) 01007905
作者:
 曾龙龙;  许建龙;  袁张露
 浙江理工大学信息学院， 杭州 310018
Author(s):
 ZENG Long\|long;  XU Jiang\|long;  YUAN Zhang\|lu
 School of Informatics, Zhejiang Sci\|Tech University, Hangzhou 310018, China
关键词:
 ; 分层过滤;  模板匹配;  人脸检测
分类号:
TP391
文献标志码:
A
摘要:
    提出一种基于颜色重心六边形（color barycenters hexagon，CBH）模型，结合分层过滤结构的人脸检测方法。首先根据肤色在空间的聚类特性检测人脸，利用CBH模型将彩色图像中的肤色区域和非肤色区域分开，得到人脸检测的候选区域；然后利用级联型的分层过滤结构，采用最优椭圆拟合、形态及方差验证、方向归一化和模板匹配等操作逐步排除非人脸区域，最终确定并标记出彩色图像中人脸的位置。实验结果表明：该方法能够在复杂背景的彩色图像中快速并且准确地检测出人脸，误检率较低，具有较高的应用价值。

参考文献/References:

 ［1］ Yang M H, Kriegman D, Ahuja N. Detecting faces in images: a survey［J］. IEEE Trans Pattern Analysis and Machine Intelligence, 2001, 24(1): 34\|58.
［2］ 梁路宏, 艾海舟, 徐光佑, 等. 基于模板匹配与人工神经网确认的人脸检测［J］. 电子学报, 2001(6): 744\|747.
［3］ Jee H, Lee K, Pan S. Eye and face detection using SVM［C］//Proceedings of the 2004 Intl Sensor Networks and Information Processing Conference, 2004: 577\|580.
［4］ 彭振云, 陶霖密. 基于颜色分割和KL变换的人脸特征检测［J］. 清华大学学报: 自然科学版, 2001, 41(4/5): 218\|221.
［5］ Jayaram S, Schmugge S, Shin M C, et al. Effect of colorspace transformation, the illuminance component, and color modeling on skin detection［C］//Proceedings of Computer Society Conference on Computer Vision and Pattern Recognition, 2004(2): 813\|818.
［6］ Zhang Q, Kamata S, Zhang J. Color barycenter hexagon model based road sign detection［J］. Proceedings of the International Multi\|Conference of Engineers and Computer Scientists, 2008(1): 19\|21.
［7］ Pilu M, Fitzgibbon A, Fisher R. Ellipse\|specific direct least\|square fitting［C］//IEEE Conference on Image Processing, Lausanne, 1996(3): 599\|602.

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备注/Memo

备注/Memo:
 收稿日期： 2011-01-07
作者简介： 曾龙龙（1988-），男，安徽芜湖人，硕士研究生，主要从事计算机视觉和模式识别方面的研究。
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