Title :
Genetic Algorithms Applied in Face Recognition
Author :
Medeiros, L.X. ; Carrijo, G.A. ; Flores, Edna Lucia ; Veiga, A.C.P.
Author_Institution :
Univ. Fed. do Triangulo Mineiro (UFTM), Uberaba, Brazil
Abstract :
Face recognition methods are computationally very expensive and use too much memory and processing time. An example of a method that allocates many computer resources is the Principal Component Analysis (PCA). In order to reduce processing time, was developed in this paper a method using only genetic algorithms to perform face recognition and comparison in the PCA method obtains higher accurate rates and less processing time.
Keywords :
face recognition; genetic algorithms; principal component analysis; PCA method; computer resources; face recognition method; genetic algorithm; principal component analysis; Face recognition; Genetic algorithms; Principal component analysis; PCA; face recognition; genetic algorithms; principal component;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2012.6418133