A design of an age estimation system using the SOM

Hironobu Fukai, Yasue Mitsukura, Hironori Takimoto, Minoru Fukumi

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

Abstract

In this paper, we propose the new age estimation system using the GA and SOM. The GA is used in the feature extraction of faces at each age. Especially, we use the interactive GA. The faces are classified by using the SOM. Moreover, features are analyzed in the age by the selected parts of faces. Furthermore, in order to show the effectiveness of the proposed method, we show the simulation examples.

Original languageEnglish
Title of host publication2006 SICE-ICASE International Joint Conference
Pages2582-2585
Number of pages4
DOIs
Publication statusPublished - 2006 Dec 1
Externally publishedYes
Event2006 SICE-ICASE International Joint Conference - Busan, Korea, Republic of
Duration: 2006 Oct 182006 Oct 21

Publication series

Name2006 SICE-ICASE International Joint Conference

Other

Other2006 SICE-ICASE International Joint Conference
CountryKorea, Republic of
CityBusan
Period06/10/1806/10/21

Keywords

  • Age estimation
  • Genetic algorithm(GA)
  • Self-organized map (SOM)

ASJC Scopus subject areas

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

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  • Cite this

    Fukai, H., Mitsukura, Y., Takimoto, H., & Fukumi, M. (2006). A design of an age estimation system using the SOM. In 2006 SICE-ICASE International Joint Conference (pp. 2582-2585). [4108080] (2006 SICE-ICASE International Joint Conference). https://doi.org/10.1109/SICE.2006.314793