Few of the face recognition methods reported in the literature are capable of recognizing faces under varying illumination conditions. This paper discusses a new method which can achieve a higher recognition rate than those obtained for existing methods. The novelty of this new method is the use of an embossing technique to process a face image before presenting it to a standard face recognition system. Using a large database of face images, the performance of the proposed method is evaluated by comparing it against the performances of three existing methods. The experimental results demonstrate the successfulness of the proposed method.
History
Volume
5
Pagination
4240-4245
Location
San Diego, CA
Start date
1998-10-14
End date
1998-10-14
ISSN
0884-3627
Publication classification
EN.1 Other conference paper
Title of proceedings
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics