Automatic Classification of Single Facial Images

Authors:
Michael J. Lyons;Julien Budynek;Shigeru Akamatsu
Affiliations:
ATR Human Information Processing Researching Labs, Kyoto, Japan;EuroBios, Paris La Défence, France;ATR Human Information Processing Researching Labs, Kyoto, Japan
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1999

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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, 驴race,驴 and expression. A visual interpretation of the discriminant vectors is provided.