Work place: Communication system laboratory, Military Polytechnic School, Algiers, Algeria.
E-mail: c.lab.sc_emp@mdn.dz
Website:
Research Interests: Processing Unit, Computational Biology, Bioinformatics
Biography
Djeddou Mustapha, male, was born in 1967 in Bejaia in Algeria. He received the PhD degree in Electronics in 2005 from the National Polytechnic School (ENP). He is currently a senior lecturer at the Military Polytechnic School. His research interests include biometrics, statistical signal processing, digital communication.
By Djeddou Mustapha Rabai Mohammed Temmani Khadidja
DOI: https://doi.org/10.5815/ijigsp.2012.01.08, Pub. Date: 8 Feb. 2012
This paper deals with the performance improvement of a mono modal face identification. A statistical study of various structures of the LBPs (Local Binary Patterns) features associated to two metrics is performed to find out those committing errors on different subjects. Then, during the identification stage, these optimal variants are used, and a simple score level fusion is adopted. The score fusion is done after min-max normalization. The main contribution of this paper consists in the association of multiple LBP schemes with different metrics using simple fusion operation. The overall identification rating up to 99% using AT&T database is achieved.
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