Experimental results on Bern face database and our 350 subjects database show that our method makes impressive performance improvement compared with the conventional Eigenfaces and template matching techniques.

In this paper, we extend Fisherface for face recognition from one example image per son. Fisherface is one of the most successful face recognition methods. However, Fisherface requires several training images for each face, so it cannot be ap