Pose normalization using generic 3D face model as a priori for pose-insensitive face recognition

	Pose normalization using generic 3D face model as a priori for pose-insensitive face recognition
	Chai, XJ ; Shan, SG ; Gao, W ; Lui, X
	2004
发表期刊	ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
ISSN	0302-9743
卷号	3338 页码:144-152
摘要	Abrupt performance degradation caused by face pose variations has been one of the bottlenecks for practical face recognition applications. This paper presents a practical pose normalization technique by using a generic 3D face model as a priori. The 3D face model greatly facilitates the setup of the correspondence between non-frontal and frontal face images, which can be exploited as a priori to transform a non-frontal face image, with known pose but very sparse correspondence with the generic face model, into a frontal one by warping techniques. Our experiments have shown that the proposed method can greatly improve the recognition performance of the current face recognition methods without pose normalization.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号	WOS:000226133000015
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：5[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/9838
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Chai, XJ
作者单位	1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China 2.Chinese Acad Sci, ICT, ISVISION, Joint R&D Lab Face Recognit, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Chai, XJ,Shan, SG,Gao, W,et al. Pose normalization using generic 3D face model as a priori for pose-insensitive face recognition[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2004,3338:144-152.
APA	Chai, XJ,Shan, SG,Gao, W,&Lui, X.(2004).Pose normalization using generic 3D face model as a priori for pose-insensitive face recognition.ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3338,144-152.
MLA	Chai, XJ,et al."Pose normalization using generic 3D face model as a priori for pose-insensitive face recognition".ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3338(2004):144-152.