An analysis of the influence of facial feature for apparent age estimation

Hironori Takimoto, Hironobu Fukai, Yasue Mitsukura, Minoru Fukumi

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

The purpose of this paper is to analyze apparent age feature based on age perception. In order to construct the apparent age database, age estimation experiment is performed to the HOIP facial database by 60 subjects. We defined 46 age features which contribute to the age perception from facial image. This process is performed based on research on age acknowledgment in field psychology and technological conventional method about real-age estimation from facial image. The apparent age feature used potentially when human performs age estimation is decided from 46 defined features by using the AIC and the multiple linear regression analysis. By using the proposed method, facial features that influenced on the apparent age in each gender was confirmed.

本文言語English
ホスト出版物のタイトルIIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing
ページ728-731
ページ数4
DOI
出版ステータスPublished - 2009 12 1
外部発表はい
イベントIIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing - Kyoto, Japan
継続期間: 2009 9 122009 9 14

出版物シリーズ

名前IIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing

Other

OtherIIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing
国/地域Japan
CityKyoto
Period09/9/1209/9/14

ASJC Scopus subject areas

  • コンピュータ サイエンス(全般)

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