Appearance-age feature extraction from facial image based on age perception

Hironori Takimoto, Tsubasa Kuwano, Yasue Mitsukura, Hironobu Fukai, Minoru Fukumi

研究成果: Conference contribution

8 被引用数 (Scopus)

抄録

An age is relatively important information in the various features which are shown human from face. It is possible to apply it to an amusement and an aesthetic surgery by analyzing the appearance-age feature which is used for age perception in a facial region. In this paper, we analyze facial feature of appearance-age based on age perception. In order to construct the appearance-age database, age estimation experiment is performed to the HOIP facial database by 15 subjects. The appearance-age feature used potentially when human performs age estimation is decided by using the Genetic Algorithms and the Neural Network. By using the proposed method, facial features that influenced on the appearance-age in each gender was confirmed. Moreover, it is suggested that that appearance-age feature which is used for age estimation is different in each generation when human performs age estimation.

本文言語English
ホスト出版物のタイトルSICE Annual Conference, SICE 2007
ページ2813-2816
ページ数4
DOI
出版ステータスPublished - 2007 12 1
外部発表はい
イベントSICE(Society of Instrument and Control Engineers)Annual Conference, SICE 2007 - Takamatsu, Japan
継続期間: 2007 9 172007 9 20

出版物シリーズ

名前Proceedings of the SICE Annual Conference

Other

OtherSICE(Society of Instrument and Control Engineers)Annual Conference, SICE 2007
CountryJapan
CityTakamatsu
Period07/9/1707/9/20

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science Applications
  • Electrical and Electronic Engineering

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