TY - GEN
T1 - Age and gender estimation by using facial image
AU - Fukai, Hironobu
AU - Takimoto, Hironori
AU - Mitsukura, Yasue
AU - Fukumi, Minoru
PY - 2010/6/25
Y1 - 2010/6/25
N2 - In this paper, we propose age and gender estimation system by vairous features. Age and gender has a lot of characteristics. These characteristics are one of the difficult cognitive process in human interaction. If we can extract the important feature of this cognitive process, it is considered that the age and gender estimation by the machine becomes possible. Therefore, we propose a method of age and gender feature extraction and estimation using the face image. In this paper, the age of the face means apparent-age that is based on the human perception of age. Moreover, person's aging and gender difference appear in the faces. For example, the pigmented spot, the wrinkle, sagging skin, shape, color of skin, and so on. Thus, we extract these several features for age and gender estimation. Furthermore, we estimate a continuous age and gender using a neural network (NN).
AB - In this paper, we propose age and gender estimation system by vairous features. Age and gender has a lot of characteristics. These characteristics are one of the difficult cognitive process in human interaction. If we can extract the important feature of this cognitive process, it is considered that the age and gender estimation by the machine becomes possible. Therefore, we propose a method of age and gender feature extraction and estimation using the face image. In this paper, the age of the face means apparent-age that is based on the human perception of age. Moreover, person's aging and gender difference appear in the faces. For example, the pigmented spot, the wrinkle, sagging skin, shape, color of skin, and so on. Thus, we extract these several features for age and gender estimation. Furthermore, we estimate a continuous age and gender using a neural network (NN).
UR - http://www.scopus.com/inward/record.url?scp=77953731474&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77953731474&partnerID=8YFLogxK
U2 - 10.1109/AMC.2010.5464004
DO - 10.1109/AMC.2010.5464004
M3 - Conference contribution
AN - SCOPUS:77953731474
SN - 9781424466696
T3 - International Workshop on Advanced Motion Control, AMC
SP - 179
EP - 184
BT - AMC2010 - The 11th IEEE International Workshop on Advanced Motion Control, Proceedings
T2 - 2010 11th IEEE International Workshop on Advanced Motion Control, AMC2010
Y2 - 21 March 2010 through 24 March 2010
ER -