A feature extraction method in face image for personal identification

Hironori Takimoto, Yasue Mitsukura, Minoru Fukumi, Norio Akamatsu, Rajiv Khosla

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

Abstract

Recently in the world, many researches of personal identification method using biometrics are widely done. Especially, personal identification using the face is used because of needless for physical contact. In this paper, we propose the new method to identify the personal using the SPCA and the NN. The SPCA has been proposed in order for the PCS to achieve high-speed processing. Moreover, the personal identification system needs to have not only ability to recognize registrant correctly but also ability to reject un-registrant certainly. Therefore, we perform simulation using un-registrant. Furthermore, we analyzed and examined about the individual feature in a face by using the GA and the SPCA. Then, in order to show the effectiveness of the proposed method, we show computer simulations by suing the real image. From these results, we show the effectiveness.

Original languageEnglish
Title of host publicationProceedings of IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1081-1084
Number of pages4
Volume3
ISBN (Print)0780378660
DOIs
Publication statusPublished - 2003
Externally publishedYes
Event2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA 2003 - Kobe, Japan
Duration: 2003 Jul 162003 Jul 20

Other

Other2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA 2003
CountryJapan
CityKobe
Period03/7/1603/7/20

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ASJC Scopus subject areas

  • Computational Mathematics

Cite this

Takimoto, H., Mitsukura, Y., Fukumi, M., Akamatsu, N., & Khosla, R. (2003). A feature extraction method in face image for personal identification. In Proceedings of IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA (Vol. 3, pp. 1081-1084). [1222147] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIRA.2003.1222147