Age and gender estimation system based on human perception

Hironobu Fukai, Hironori Takimoto, Yasue Mitsukura, Minoru Fukumi

研究成果: Conference contribution

抄録

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).

本文言語English
ホスト出版物のタイトルRO-MAN 2009 - 18th IEEE International Symposium on Robot and Human Interactive
ページ1143-1148
ページ数6
DOI
出版ステータスPublished - 2009
外部発表はい
イベント18th IEEE International Symposium on Robot and Human Interactive, RO-MAN 2009 - Toyama, Japan
継続期間: 2009 9月 272009 10月 2

出版物シリーズ

名前Proceedings - IEEE International Workshop on Robot and Human Interactive Communication

Other

Other18th IEEE International Symposium on Robot and Human Interactive, RO-MAN 2009
国/地域Japan
CityToyama
Period09/9/2709/10/2

ASJC Scopus subject areas

  • ソフトウェア
  • 人工知能
  • 人間とコンピュータの相互作用

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