3D Face Recognition Algorithm of Alignment and Fitting

被引：1
|
作者：
Wu, Yifei [1 ]
Cheng, Yao [1 ]
Yang, Nan [1 ]
机构：
[1] Dalian Air Force Commun NCO Acad, Dept Command & Automat, Dalian 116100, Liaoning, Peoples R China
来源：
SEVENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2015) | 2015年 / 9631卷
关键词：
Face Recognition; eigenfaces; spin-image; transformation;
D O I：
10.1117/12.2197158
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
For 3D face recognition area, Design a algorithm follows a morphable model approach. To align the scan with a model, ICP and spin-images are used also referred to as registration. Deformation is done by a nonrigid ICP algorithm to fit the model with the scan. From the fitted model a geometry image and a normal image is generated. The developed algorithm is tested by several measurements. From the results of these measurements, it could be concluded that the algorithm is robust and reliable.
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页数：6
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