TY - GEN
T1 - A design of an age estimation system using the SOM
AU - Fukai, Hironobu
AU - Mitsukura, Yasue
AU - Takimoto, Hironori
AU - Fukumi, Minoru
PY - 2006/12/1
Y1 - 2006/12/1
N2 - 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.
AB - 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.
KW - Age estimation
KW - Genetic algorithm(GA)
KW - Self-organized map (SOM)
UR - http://www.scopus.com/inward/record.url?scp=34250717040&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34250717040&partnerID=8YFLogxK
U2 - 10.1109/SICE.2006.314793
DO - 10.1109/SICE.2006.314793
M3 - Conference contribution
AN - SCOPUS:34250717040
SN - 8995003855
SN - 9788995003855
T3 - 2006 SICE-ICASE International Joint Conference
SP - 2582
EP - 2585
BT - 2006 SICE-ICASE International Joint Conference
T2 - 2006 SICE-ICASE International Joint Conference
Y2 - 18 October 2006 through 21 October 2006
ER -