CASIA OpenIR  > 09年以前成果
3D face recognition based on G-H shape variation
Xu, CH; Wang, YH; Tan, TN
Source PublicationADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
2004
Volume3338Issue:0Pages:233-243
SubtypeArticle
AbstractFace 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.
KeywordNone
WOS HeadingsScience & Technology ; Technology
WOS KeywordMOMENTS
Indexed BySCI ; ISTP
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS IDWOS:000226133000025
Citation statistics
Cited Times:6[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9027
Collection09年以前成果
Affiliation1.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
Recommended Citation
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.
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