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一种基于二次直方图距离的人脸识别方法

张志刚

计算机工程与应用Issue(8):16-19,4.
计算机工程与应用Issue(8):16-19,4.DOI:10.3778/j.issn.1002-8331.1410-0191

一种基于二次直方图距离的人脸识别方法

Face recognition method based on quadratic histogram distance

张志刚1

作者信息

  • 1. 西安财经学院 信息学院,西安 710061
  • 折叠

摘要

Abstract

A face recognition method under no constraint conditions is proposed. Facial images are transferred to a set of block feature vectors using Prewitte operator, in which more local information is considered. A modified Quadratic Histo-gram Distance(QHD)is applied to measure the similarity of these feature vectors, the weight matrix of QHD is adjusted to improve recognition accuracy. Face recognition is implemented based on combination of the modified measurement and feature descriptor. Experimental results show the algorithm has better performance than original methods to some extent.

关键词

二次直方图距离/Prewitte算子/人脸识别

Key words

quadratic histogram distance/Prewitte operator/face recognition

分类

信息技术与安全科学

引用本文复制引用

张志刚..一种基于二次直方图距离的人脸识别方法[J].计算机工程与应用,2015,(8):16-19,4.

基金项目

国家统计局科研项目(No.2013LY052);国家自然科学基金(No.U1261111/EO422)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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