CSDL Home IEEE Transactions on Pattern Analysis & Machine Intelligence 1999 vol.21 Issue No.12 - December
Issue No.12 - December (1999 vol.21)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/34.817413
<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>
Computer vision, face recognition, facial expression recognition, Gabor wavelets, principal component analysis, discriminant analysis.
Michael J. Lyons, 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