A design of robust face identification system for environmental changing

H. Takimoto, Norio Akamatsu, Yasue Mitsukura, Witold Pedrycz

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

Abstract

In this paper, we propose the face identification method which is robust for lighting based on the feature points method. First of all, the proposed method extracts an edge of facial feature. Then, by the hough transform, it determines ellipse parameters of each facial feature from the extracted edge. Finally, proposed method performs the face identification by using parameters. Even if face image is taken under various lighting condition, it is easy to extract the facial feature edge. Moreover, it is possible to extract a subject even if the object has not appeared enough because this method extracts approximately the parameters by the hough transformation. Therefore, proposed method is robust for the lighting condition compared with conventional method. In order to show the effectiveness of the proposed method, computer simulations are done by using the real images.

Original languageEnglish
Title of host publicationAnnual Conference of the North American Fuzzy Information Processing Society - NAFIPS
EditorsS.H. Dick, L. Kurgan, P. Musilek, W. Pedrycz, M. Reformat
Pages858-861
Number of pages4
Volume2
Publication statusPublished - 2004
Externally publishedYes
EventNAFIPS 2004 - Annual Meeting of the North American Fuzzy Information Processing Society: Fuzzy Sets in the Heart of the Canadian Rockies - Banff, Alta, Canada
Duration: 2004 Jun 272004 Jun 30

Other

OtherNAFIPS 2004 - Annual Meeting of the North American Fuzzy Information Processing Society: Fuzzy Sets in the Heart of the Canadian Rockies
CountryCanada
CityBanff, Alta
Period04/6/2704/6/30

Fingerprint

Identification (control systems)
Lighting
Hough transforms
Computer simulation

ASJC Scopus subject areas

  • Computer Science(all)
  • Media Technology

Cite this

Takimoto, H., Akamatsu, N., Mitsukura, Y., & Pedrycz, W. (2004). A design of robust face identification system for environmental changing. In S. H. Dick, L. Kurgan, P. Musilek, W. Pedrycz, & M. Reformat (Eds.), Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS (Vol. 2, pp. 858-861)

A design of robust face identification system for environmental changing. / Takimoto, H.; Akamatsu, Norio; Mitsukura, Yasue; Pedrycz, Witold.

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. ed. / S.H. Dick; L. Kurgan; P. Musilek; W. Pedrycz; M. Reformat. Vol. 2 2004. p. 858-861.

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

Takimoto, H, Akamatsu, N, Mitsukura, Y & Pedrycz, W 2004, A design of robust face identification system for environmental changing. in SH Dick, L Kurgan, P Musilek, W Pedrycz & M Reformat (eds), Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. vol. 2, pp. 858-861, NAFIPS 2004 - Annual Meeting of the North American Fuzzy Information Processing Society: Fuzzy Sets in the Heart of the Canadian Rockies, Banff, Alta, Canada, 04/6/27.
Takimoto H, Akamatsu N, Mitsukura Y, Pedrycz W. A design of robust face identification system for environmental changing. In Dick SH, Kurgan L, Musilek P, Pedrycz W, Reformat M, editors, Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. Vol. 2. 2004. p. 858-861
Takimoto, H. ; Akamatsu, Norio ; Mitsukura, Yasue ; Pedrycz, Witold. / A design of robust face identification system for environmental changing. Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. editor / S.H. Dick ; L. Kurgan ; P. Musilek ; W. Pedrycz ; M. Reformat. Vol. 2 2004. pp. 858-861
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