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一种用于人脸识别的矢量三角形局部特征模式

赵玥 苏剑波

电子学报2012,Vol.40Issue(11):2309-2314,6.
电子学报2012,Vol.40Issue(11):2309-2314,6.DOI:10.3969/j.issn.0372-2112.2012.11.026

一种用于人脸识别的矢量三角形局部特征模式

Local Feature Pattern for Face Recognition Based on Vector-Triangles

赵玥 1苏剑波1

作者信息

  • 1. 上海交通大学自动化系,系统控制与信息处理教育部重点实验室,上海200240
  • 折叠

摘要

Abstract

The existing pattern description methods often focus on the information between symmetrical and neighboring pixels, thus fail to holistically uncover the implicit nature of images.To alleviate this problem, this paper presents a novel method to describe local features. The method lays its foundation on vector-triangle patterns and mine more comprehensive information of the pixels at different locations with flexible expression according to the requirement of real applications. The extensive experimental results of face recognition have demonstrated that the proposed method achieves better performance than the conventional methods such as LBP.

关键词

人脸识别/矢量三角形模式/局部特征描述

Key words

face recognition/ vector-triangle patterns/ feature description

分类

信息技术与安全科学

引用本文复制引用

赵玥,苏剑波..一种用于人脸识别的矢量三角形局部特征模式[J].电子学报,2012,40(11):2309-2314,6.

基金项目

国家自然科学基金(No.60935001) (No.60935001)

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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