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Illumination invariant face recognition

conference contribution
posted on 1998-12-01, 00:00 authored by Abbas KouzaniAbbas Kouzani, F He, K Sammut, A Bouzerdoum
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

Publisher

IEEE

Place of publication

Piscataway, N.J.

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