A novel scheme of face verification using active appearance models

被引：0
|
作者：
Peng, K [1 ]
Chen, LM [1 ]
Ruan, S [1 ]
机构：
[1] Ecole Cent Lyon, Dept MI, LIRIS, F-69131 Ecully, France
来源：
AVSS 2005: ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, PROCEEDINGS | 2005年
关键词：
face verification; face recognition; face analysis; face modeling; pattern recognition; computer vision; biometric; active appearance model;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Face verification and face identification are two main applications for face recognition. Based on the face representation which they use, the current image-based face recognition techniques can be roughly classified into two groups: appearance-based methods and model-based methods. The method presented in this paper focuses on applying model-based methods to face verification. Unfortunately, the existing current model-based schemes are used for the applications of face identification and are not suitable for face verification. A novel scheme, which is custom-built for face verification applications, is therefore proposed in this paper. Active appearance model, a 2D morphable face model, is chosen and applied to realize the proposed scheme.
引用
收藏
页码：247 / 252
页数：6
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