Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10360674 | Pattern Recognition | 2005 | 4 Pages |
Abstract
This paper presents a new scheme of face image feature extraction, namely, the two-dimensional Fisher linear discriminant. Experiments on the ORL and the UMIST face databases show that the new scheme outperforms the PCA and the conventional PCA+FLD schemes, not only in its computational efficiency, but also in its performance for the task of face recognition.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Vision and Pattern Recognition
Authors
Huilin Xiong, M.N.S. Swamy, M.O. Ahmad,