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Automatic classification of single facial images

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3 Author(s)
M. J. Lyons ; ATR Human Inf. Process. Res. Labs., Kyoto, Japan ; J. Budynek ; S. Akamatsu

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

Published in:

IEEE Transactions on Pattern Analysis and Machine Intelligence  (Volume:21 ,  Issue: 12 )