Automatic classification of single facial images

被引：682

作者：

Lyons, MJ

Budynek, J

Akamatsu, S

机构：

[1] ATR, Human Informat Proc Res Labs, Kyoto 6190288, Japan

[2] EuroBios, Immeuble Jean Monnet, F-92061 La Defense, France

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1999年 / 21卷 / 12期

关键词：

computer vision; face recognition; facial expression recognition; Gabor wavelets; principal component analysis; discriminant analysis;

D O I：

10.1109/34.817413

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We propose a method for automatically classifying facial images based on labeled elastic graph matching, a 2D Gabor wavelet representation. and linear discriminant analysis. Results of tests with three image sets are presented for the classification of sex, "race," and expression. A Visual interpretation of the discriminant vectors is provided.

引用

页码：1357 / 1362

页数：6

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