DocumentCode :
849143
Title :
Combination of faces recognition techniques in infrared images by using genetic algorithms
Author :
Martinez Torres, D. ; Caicedo Bravo, E. ; Correa, H.L.
Author_Institution :
Univ. del Valle, Armenia
Volume :
6
Issue :
2
fYear :
2008
fDate :
6/1/2008 12:00:00 AM
Firstpage :
201
Lastpage :
206
Abstract :
In this paper are presented the results of optimizing the combination of some common techniques and classifiers applied to faces recognition by the using of genetic algorithms, the set of images used for this approach comes from infrared acquisition. It appears that the proposed scheme improve the system performance compared to the single technique developments. This research opens a wide range of possible applications in the fields of faces recognition.
Keywords :
face recognition; genetic algorithms; image classification; infrared imaging; face recognition technique; genetic algorithm; image classification; infrared image acquisition; optimization technique; Bayesian methods; Face recognition; Genetic algorithms; Infrared imaging; Linear discriminant analysis; Principal component analysis; Support vector machines; Visualization; Face recognition; Genetic algorithms; Image processing; Infrared image sensors; Pattern recognition;
fLanguage :
English
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher :
ieee
ISSN :
1548-0992
Type :
jour
DOI :
10.1109/TLA.2008.4609918
Filename :
4609918
Link To Document :
بازگشت