DocumentCode
1290376
Title
Automatic classification of single facial images
Author
Lyons, Michael J. ; Budynek, Julien ; Akamatsu, Shigeru
Author_Institution
ATR Human Inf. Process. Res. Labs., Kyoto, Japan
Volume
21
Issue
12
fYear
1999
fDate
12/1/1999 12:00:00 AM
Firstpage
1357
Lastpage
1362
Abstract
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
Keywords
face recognition; graph theory; image classification; wavelet transforms; 2D Gabor wavelet representation; automatic classification; discriminant vectors; facial expression; labeled elastic graph matching; linear discriminant analysis; race classification; sex classification; single facial images; Classification algorithms; Face detection; Face recognition; Linear discriminant analysis; Pattern recognition; Principal component analysis; Robustness; Testing; Vectors; Wavelet analysis;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/34.817413
Filename
817413
Link To Document