[1]谢红,宁志刚,刘世航.一种新的DK-L人脸识别算法研究[J].应用科技,2009,36(02):42-45.
 XIE Hong,NING Zhi-gang,LIU Shi-hang.New algorithm of DK-L face recognition[J].Applied science and technology,2009,36(02):42-45.
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一种新的DK-L人脸识别算法研究
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《应用科技》[ISSN:1009-671X/CN:23-1191/U]

卷:
第36卷
期数:
2009年02期
页码:
42-45
栏目:
计算机技术与应用
出版日期:
2009-02-05

文章信息/Info

Title:
New algorithm of DK-L face recognition
文章编号:
1009-671X(2009)02-0042-04
作者:
谢红宁志刚刘世航
哈尔滨工程大学信息与通信工程学院,黑龙江 哈尔滨 150001
Author(s):
XIE Hong NING Zhi-gang LIU Shi-hang
College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China
关键词:
人脸识别特征提取KL变换主分量分析优中选优
Keywords:
face recognition feature extraction K-L transform optimization
分类号:
TP391.41
文献标志码:
A
摘要:
人脸识别是计算机视觉和模式识别领域的一个活跃课题,有着十分广泛的应用前景.主要研究了人脸识别技术中的人脸特征提取和特征比对技术.在特征分类中,距离测量选择了最佳距离度量最近邻法,提出了一种新颖的测量方法——优中选优,可以使分类器的设计更加简洁、有效,使用较少的特征向量数目就能取得较高的识别率.仿真结果表明了该方法的有效性.
Abstract:
The face recognition is an active subject in the fields of computer vision and pattern recognition, having a wide range of potential applications. This thesis focuses on the problems of face feature extraction and face compare in face recognition technology. In the feature classification mentioned, the method of the shortest distance, and the nearest neighbor rule are used in distance measurement. The algorithm proposes a novel method of measurementoptimizationselecting the best from the good ones, the Classifier in this algorithm can be simplified to make it more compact and effective, and higher correct recognition rate can be gained using less number of feature vectors. The effectiveness of the approach is experimentally demonstrated.

参考文献/References:

[1]山世光. 人脸识别中若干关键问题研究[D]. 北京:中科院计算所, 2004
[2]彭辉, 张长水, 荣钢, 等. 基于KL变换的人脸自动识别研究[J]. 清华大学学报, 1997, 37(3): 67-70.
[3]]杜平, 徐大为, 刘重庆. 基于整体特征的人脸识别方法的研究[J]. 红外与激光工程, 2003, 23(6): 599-604.
[4]边肇祺, 张长水, 张学工. 模式识别[M]. 北京: 清华大学出版社, 2000.
[5]IDERMAN S, TAKEO H K. Object detection using thestatistics of parts[J]. International Journal of Computer Vision, 2004, 56(3): 151-177.
[6]赵旻. 基于KL算法的人脸识别理论研究及系统实现\[D\]. 成都: 四川大学, 2005.

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备注/Memo

备注/Memo:
作者简介:谢红(1962-),女,教授,主要研究方向:通信与信息系统,E-mail:xiehong@hrbeu.edu.cn.
更新日期/Last Update: 2009-03-18