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, 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