Local invariants and local constraints for face recognition

被引:0
|
作者
Mariani, R [1 ]
机构
[1] RWCP, KRDL Multi Modal Funct Lab, Kent Ridge Digital Lab 21, Singapore 119613, Singapore
来源
15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS: PATTERN RECOGNITION AND NEURAL NETWORKS | 2000年
关键词
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
We propose a multiscale face recognition algorithm, robust to the geometrical distorsions of the images and to the changes of fighting conditions. A face is represented by a balanced set of points and each point is attributed with a local feature vector, based on the or orthogonal zernike moments, extracted at several scales. The similarity measure between two faces is a measure of the bust multiscale matching between those feature points of the two faces, each matching being obtained by dynamic programming. Experimental results shows the robustness of the method, under changes of expressions, fighting conditions, and inaccurate geometrical normalization.
引用
收藏
页码:949 / 952
页数:4
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