A novel face recognition method based on 3D face model

被引：0
|
作者：
Liu Zhifang [2 ]
Wang Yunqiong [1 ]
You Zhisheng [2 ]
Zhao Minghua [3 ]
机构：
[1] YunNan Normal Univ, Fac Comp Sci & Informat Technol, YunNan 650092, Peoples R China
[2] Sichuan Univ, Inst Image & Grap, Dept Comp Sci, Chengdu, Peoples R China
[3] Xian Univ Technol, Sch Comp Sci & Engn, Xian, Peoples R China
来源：
2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-5 | 2007年
基金：
北京市自然科学基金; 中国国家自然科学基金;
关键词：
D O I：
10.1109/ROBIO.2007.4522202
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A new algorithm that project 3D face model to 2D planes 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 improves the recognition rate greatly for face images with pose variations than the method that uses just frontal images as templates.
引用
收藏
页码：439 / 444
页数：6
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