Title :
SVM-based face verification with feature set of small size
Author :
Lee, Kyunghee ; Yongwha Chung ; Byun, Hyeran
Author_Institution :
Inf. Security Technol. Div., Electron. & Telecommun. Res. Inst., Daejeon, South Korea
fDate :
7/18/2002 12:00:00 AM
Abstract :
An efficient algorithm for face verification is presented, which uses support vector machines with the feature set extracted by genetic algorithms (GA). By using the GA in selecting the discriminating feature set, we obtain a high recognition rate even with a small amount of memory
Keywords :
face recognition; feature extraction; genetic algorithms; learning automata; SVM-based face verification; efficient algorithm; feature set extraction; genetic algorithms; high recognition rate; memory; support vector machines;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20020591
