Title :
A Design of an Age Estimation System Using the SOM
Author :
Fukai, Hironobu ; Mitsukura, Yasue ; Takimoto, Hironori ; Fukumi, Minoru
Author_Institution :
Dept. of Bio Applications & Syst. Eng., Tokyo Univ. of Agric. & Technol.
Abstract :
In this paper, we propose the new age estimation system using the GA and SOM. The GA is used in the feature extraction of faces at each age. Especially, we use the interactive GA. The faces are classified by using the SOM. Moreover, features are analyzed in the age by the selected parts of faces. Furthermore, in order to show the effectiveness of the proposed method, we show the simulation examples
Keywords :
face recognition; feature extraction; genetic algorithms; age estimation system; face recognition; feature extraction; interactive genetic algorithm; self-organized map; Agricultural engineering; Agriculture; Colored noise; Design engineering; Eyes; Feature extraction; Genetics; Image segmentation; Information science; Systems engineering and theory; age estimation; genetic algorithm(GA); self-organized map (SOM);
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.314793
