Three-dimensional face recognition using geometric model

被引：3
|
作者：
Xu, CH [1 ]
Wang, YH [1 ]
Tan, TN [1 ]
Quan, L [1 ]
机构：
[1] Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Ctr Biometr Authenticat & Testing, Beijing 100080, Peoples R China
来源：
BIOMETRIC TECHNOLOGY FOR HUMAN IDENTIFICATION | 2004年 / 5404卷
关键词：
3D face model; 3D face recognition; surface comparison;
D O I：
10.1117/12.541822
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper proposes the automatic face recognition method based on the face representation with a 3D mesh, which precisely reflects the geometric features of the specific subject. The mesh model is generated by using nonlinear subdivision scheme and fitting with the 3D point cloud, and describes the deep information of human faces accurately. The effective method for matching two mesh models is developed to decide whether they are from the same person. We test our proposed algorithm on 3D_RMA database, and experimental results and comparisons with others' work show the effectiveness and competitive performance of the proposed method.
引用
收藏
页码：304 / 315
页数：12
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