Automatic classification of single facial images

19991,077 citationsJournal Article

Authors

Michael J. Lyons · Research Organization of Information and Systems

Shigeru Akamatsu · Research Organization of Information and Systems

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

Topics & Keywords

Face and Expression Recognition Traditional Chinese Medicine Studies

UN Sustainable Development Goals

Reduced inequalities

Publication Details

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence

Volume 21, Issue 12, pp. 1357-1362

DOI: 10.1109/34.817413

Field-Weighted Citation Impact: 8.81