Face description with local binary patterns:: Application to face recognition

被引：3688

作者：

Ahonen, Timo ^{[1
]}

Hadid, Abdenour ^{[1
]}

Pietikainen, Matti ^{[1
]}

机构：

[1] Univ Oulu, Dept Elect & Informat Engn, FIN-90014 Oulu, Finland

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 2006年 / 28卷 / 12期

基金：

芬兰科学院;

关键词：

facial image representation; local binary pattern; component-based face recognition; texture features; face misalignment;

D O I：

10.1109/TPAMI.2006.244

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a novel and efficient facial image representation based on local binary pattern (LBP) texture features. The face image is divided into several regions from which the LBP feature distributions are extracted and concatenated into an enhanced feature vector to be used as a face descriptor. The performance of the proposed method is assessed in the face recognition problem under different challenges. Other applications and several extensions are also discussed.

引用

页码：2037 / 2041

页数：5

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