Fusion of biometries based on D-S theory

	Fusion of biometries based on D-S theory
	Gao, XJ ; Yao, HX ; Gao, W ; Zeng, W
	2001
发表期刊	ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS
ISSN	0302-9743
卷号	2195 页码:1120-1125
摘要	Human face and voice are often used biometric characteristics to establish personal identity. While an automatic personal identification system based sorely on faces or voices is often not able to meet the system performance requirements when the environment light changes or there exists environment noises. We have developed a personal identification system integrating human faces and voices. Experimental results show that the recognition accuracy of the fusion system is much higher than the single channel, D-S theory is one of the often used method in integrating multiple clues. It's essence is to undraw the basic probability of each class after fusion.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号	WOS:000174348000154
出版者	SPRINGER-VERLAG BERLIN
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13379
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Gao, XJ
作者单位	1.Harbin Inst Technol, Dept Comp Sci, Harbin 150001, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Gao, XJ,Yao, HX,Gao, W,et al. Fusion of biometries based on D-S theory[J]. ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS,2001,2195:1120-1125.
APA	Gao, XJ,Yao, HX,Gao, W,&Zeng, W.(2001).Fusion of biometries based on D-S theory.ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS,2195,1120-1125.
MLA	Gao, XJ,et al."Fusion of biometries based on D-S theory".ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS 2195(2001):1120-1125.