3D face recognition based on G-H shape variation

CASIA OpenIR > 09年以前成果

	3D face recognition based on G-H shape variation
	Xu, CH ; Wang, YH ; Tan, TN
发表期刊	ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
	2004
卷号	3338 期号:0 页码:233-243
文章类型	Article
摘要	Face recognition has been an interesting issue in pattern recognition over the past few decades. In this paper, we propose a new method for face recognition using 3D information. During preprocessing, the scanned 3D point clouds are first registered together, and at the same time, the regular meshes are generated. Then the novel shape variation representation based on Gaussian-Hermite moments (GH-SVI) is proposed to characterize an individual. Experimental results on the 3D face database 3DPEF, with complex pose and expression variations, and 3D_RMA, likely the largest 3D face database currently available, demonstrate that the proposed features are very important to characterize an individual.
关键词	None
WOS标题词	Science & Technology ; Technology
关键词[WOS]	MOMENTS
收录类别	SCI ; ISTP
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:000226133000025
引用统计	被引频次：7[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9027
专题	09年以前成果
作者单位	1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China 2.Hong Kong Univ Sci & Technol, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Xu, CH,Wang, YH,Tan, TN. 3D face recognition based on G-H shape variation[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2004,3338(0):233-243.
APA	Xu, CH,Wang, YH,&Tan, TN.(2004).3D face recognition based on G-H shape variation.ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3338(0),233-243.
MLA	Xu, CH,et al."3D face recognition based on G-H shape variation".ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3338.0(2004):233-243.