Computer Engineering and Applications ›› 2006, Vol. 42 ›› Issue (6): 16-.

• 博士论坛 • Previous Articles     Next Articles

Face Recognition Based on Covering Algorithm and PLS


  1. 安徽大学计算机学院
  • Received:2005-11-21 Revised:1900-01-01 Online:2006-02-21 Published:2006-02-21



  1. 安徽大学计算机学院
  • 通讯作者: 宋杰 mrsongjie

Abstract: This paper proposes a new approach of human face recognition using partial least square (PLS) and covering algorithm. The approach first processes images with wavelet transform, and then eliminates the redundant features with PLS. It reduces the dimension of image by extracting principal features. Finally, classifies images by covering algorithm.

Key words: Covering Algorithm, PLS, Wavelet, Pattern Recognition

摘要: 本文介绍了一种结合覆盖算法和偏最小二乘(PLS)新的人脸识别方法。这种方法先使用小波变换作基本的处理,然后利用PLS剔除冗余特征,提取主要特征对原始图像降维,最后利用覆盖算法分类相结合的方法进行识别。

关键词: 覆盖算法, 偏最小二乘, 小波, 模式识别