Two-dimensional FLD for face recognition |
| |
| Authors: | Huilin Xiong M.O. Ahmad |
| |
| Affiliation: | Department of Electrical and Computer Engineering, Concordia University, 1455 de Maisonneuve Blvd. West, Montreal, Quebec, Canada H3G 1M8 |
| |
| 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. |
| |
| Keywords: | Fisher criterion Principal component analysis (PCA) Linear discriminant analysis (LDA) |
| 本文献已被 ScienceDirect 等数据库收录！ |
|
