Title :
Apparent age estimation system based on age perception
Author :
Fukai, Hironobu ; Takimoto, Hironori ; Mitsukura, Yasue ; Fukumi, Minoru
Author_Institution :
Tokyo Univ. of Agric. & Technol., Tokyo
Abstract :
The age is one of important information in our living. If the age estimation that uses face image by computer becomes possible, it is thought that the age estimation assumes an important role in various scenes. In this paper, we propose an age estimation every age by using the supervised SOM. Furthermore, the important features for the age estimation are selected by the GA.
Keywords :
face recognition; genetic algorithms; self-organising feature maps; age perception; apparent age estimation system; face image; genetic algorithm; supervised self-organizing map; Agricultural engineering; Agriculture; Control engineering; Data mining; Educational institutions; Genetic algorithms; Humans; Layout; Shape; Systems engineering and theory; age estimation; genetic algorithm (GA); self-organizing map (SOM);
Conference_Titel :
SICE, 2007 Annual Conference
Conference_Location :
Takamatsu
Print_ISBN :
978-4-907764-27-2
Electronic_ISBN :
978-4-907764-27-2
DOI :
10.1109/SICE.2007.4421466
