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

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationSICE Annual Conference, SICE 2007
Pages2813-2816
Number of pages4
DOIs
Publication statusPublished - 2007 Dec 1
Externally publishedYes
EventSICE(Society of Instrument and Control Engineers)Annual Conference, SICE 2007 - Takamatsu, Japan
Duration: 2007 Sep 172007 Sep 20

Publication series

NameProceedings of the SICE Annual Conference

Other

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

Keywords

  • Age estimation
  • Age perception
  • Image processing
  • Neural network

ASJC Scopus subject areas

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

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  • Cite this

    Takimoto, H., Kuwano, T., Mitsukura, Y., Fukai, H., & Fukumi, M. (2007). Appearance-age feature extraction from facial image based on age perception. In SICE Annual Conference, SICE 2007 (pp. 2813-2816). [4421467] (Proceedings of the SICE Annual Conference). https://doi.org/10.1109/SICE.2007.4421467