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Issue No.12 - December (1999 vol.21)
pp: 1357-1362
ABSTRACT
<p><b>Abstract</b>—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.</p>
INDEX TERMS
Computer vision, face recognition, facial expression recognition, Gabor wavelets, principal component analysis, discriminant analysis.
CITATION
Michael J. Lyons, Julien Budynek, Shigeru Akamatsu, "Automatic Classification of Single Facial Images", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.21, no. 12, pp. 1357-1362, December 1999, doi:10.1109/34.817413
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