2D face pose normalisation using a 3D morphable model

被引：3
|
作者：
Tena, J. R. [1 ]
Smith, R. S. [1 ]
Hamouz, A. [1 ]
Kittler, J. [1 ]
Hilton, A. [1 ]
Illingworth, J. [1 ]
机构：
[1] Univ Surrey, Ctr Vision Speech & Siganl Proc, Guildford GU2 7NH, Surrey, England
来源：
2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE | 2007年
关键词：
D O I：
10.1109/AVSS.2007.4425285
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：
The ever growing need for improved security, surveillance and identity protection, calls for the creation of evermore reliable and robust face recognition technology that is scalable and can be deployed in all kinds of environments without compromising its effectiveness. In this paper we study the impact that pose correction has on the performance of 2D face recognition. To measure the effect, we use a state of the art 2D recognition algorithm. The pose correction is performed by means of 3D morphable model. Our results on the non frontal XM2VTS database showed that pose correction can improve recognition rates up to 30%.
引用
收藏
页码：51 / 56
页数：6
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