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基于核函数的逆Fisher人脸识别

陈佳佩 卢元元

计算机工程2011,Vol.37Issue(21):179-181,3.
计算机工程2011,Vol.37Issue(21):179-181,3.DOI:10.3969/j.issn.1000-3428.2011.21.061

基于核函数的逆Fisher人脸识别

Inverse Fisher Face Recognition Based on Kernel Function

陈佳佩 1卢元元1

作者信息

  • 1. 深圳大学信息工程学院,广东深圳518060
  • 折叠

摘要

Abstract

There exists the small sample problems in the traditional Fisher discriminant method, and the recognition rate of the inverse Fisher method is also relatively low. So this paper proposes an inverse Fisher face recognition method based on kernel function, which uses a proper kernel function to extract some effective face features in the high dimensional space. Experimental results show that the new method keeps the robustness of the inverse Fisher discriminant as well as the high recognition rate of faces.

关键词

人脸识别/逆Fisher判别/特征提取/核函数

Key words

face recognition/inverse Fisher discriminant/feature extraction/kernel function

分类

信息技术与安全科学

引用本文复制引用

陈佳佩,卢元元..基于核函数的逆Fisher人脸识别[J].计算机工程,2011,37(21):179-181,3.

基金项目

国家自然科学基金资助项目(61070252) (61070252)

计算机工程

OACSCDCSTPCD

1000-3428

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