Face recognition method combining 3D face model with 2D recognition

被引：2
|
作者：
Zhao, Minghua [1 ]
You, Zhisheng [2 ]
Zhao, Yonggang [3 ]
Liu, Zhifang [2 ]
机构：
[1] Xian Univ Technol, Sch Comp Sci & Engn, Xian, Peoples R China
[2] Sichuan Univ, Inst Image & Graph, Chengdu, Peoples R China
[3] Xian Shiyou Univ, Xian, Peoples R China
来源：
PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS | 2007年
关键词：
D O I：
10.1109/ICIG.2007.93
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new algorithm that combines 3D face model construction with 2D recognition is proposed. 3D face models are projected to different directions and a series of 2D face images are obtained. The projected 2D results are used as templates to match the input face images with different poses. The method that constructs 3D face model with 2.5D scans acquired by Minolta vivid 910 is studied and a 3D face database containing 10 persons is built. Experimental results show that the proposed algorithm is faster than 3D morphable model method and is more efficient than the method that uses just frontal images as templates while dealing with face images with pose variations.
引用
收藏
页码：655 / +
页数：2
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