An application of Nonlinear wavelet approximation to face recognition

被引：0

作者：

Yang, LH ^{[1
]}

Bui, TD ^{[1
]}

Suen, CY ^{[1
]}

机构：

[1] Zhongshan Univ, Dept Sci Comp & Comp Applicat, Guangzhou 510275, Peoples R China

来源：

16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL II, PROCEEDINGS | 2002年

关键词：

face recognition; wavelet basis; nonlinear approximation;

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：

In this paper we present an application of nonlinear wavelet approximation to recognize faces. The advantages of nonlinear wavelet approximation are compared with linear wavelet approximation. An efficient scheme in applying nonlinear wavelet transform to face recognition is presented. Experiments using the Yale Face Library show very encouraging recognition results and that this method has the desirable property of being insensitive to facial expressions.

引用

页码：48 / 51

页数：4

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