Work place: Image & Signal Processing Group, National Polytechnic School, El Harrach, Algeria.
E-mail: moharabi3i@hotmail.com
Website:
Research Interests: Hardware Security, Application Security, Pattern Recognition
Biography
Rabai Mohammed, male, is with Image & Signal Processing Group, National Polytechnic School. He is working toward his Master degree. His research interests are face & iris recognition, secure access applications developing
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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