A design of face detection system using the GA and the simple PCA

H. Takimoto, Yasue Mitsukura, M. Fukumi, N. Akamatsu

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

5 Citations (Scopus)

Abstract

Recently in the world, many researches of individual recognition method using biometrics are widely done. Especially, individual recognition using faces are used because of needless for physical contact. When we specify with an individual, the information from a face is the most reliable. In this paper, we propose the new method of individual recognition using Simple PCA and NN. Individual recognition system needs to have not only ability to recognize the registrant correctly but also ability to reject the other person certainly. therefore, our objective is to reject certainly the other person. Furthermore, we analyzed and examined about the individual feature in a face using GA. Moreover, in order to show the effectiveness of the proposed method, we show computer simulations by using real image. From these results, we show the effectiveness.

Original languageEnglish
Title of host publicationICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2069-2073
Number of pages5
Volume4
ISBN (Print)9810475241, 9789810475246
DOIs
Publication statusPublished - 2002
Externally publishedYes
Event9th International Conference on Neural Information Processing, ICONIP 2002 - Singapore, Singapore
Duration: 2002 Nov 182002 Nov 22

Other

Other9th International Conference on Neural Information Processing, ICONIP 2002
CountrySingapore
CitySingapore
Period02/11/1802/11/22

Fingerprint

Biometrics
Face recognition
Computer simulation

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Information Systems
  • Signal Processing

Cite this

Takimoto, H., Mitsukura, Y., Fukumi, M., & Akamatsu, N. (2002). A design of face detection system using the GA and the simple PCA. In ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age (Vol. 4, pp. 2069-2073). [1199039] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICONIP.2002.1199039

A design of face detection system using the GA and the simple PCA. / Takimoto, H.; Mitsukura, Yasue; Fukumi, M.; Akamatsu, N.

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Vol. 4 Institute of Electrical and Electronics Engineers Inc., 2002. p. 2069-2073 1199039.

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

Takimoto, H, Mitsukura, Y, Fukumi, M & Akamatsu, N 2002, A design of face detection system using the GA and the simple PCA. in ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. vol. 4, 1199039, Institute of Electrical and Electronics Engineers Inc., pp. 2069-2073, 9th International Conference on Neural Information Processing, ICONIP 2002, Singapore, Singapore, 02/11/18. https://doi.org/10.1109/ICONIP.2002.1199039
Takimoto H, Mitsukura Y, Fukumi M, Akamatsu N. A design of face detection system using the GA and the simple PCA. In ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Vol. 4. Institute of Electrical and Electronics Engineers Inc. 2002. p. 2069-2073. 1199039 https://doi.org/10.1109/ICONIP.2002.1199039
Takimoto, H. ; Mitsukura, Yasue ; Fukumi, M. ; Akamatsu, N. / A design of face detection system using the GA and the simple PCA. ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Vol. 4 Institute of Electrical and Electronics Engineers Inc., 2002. pp. 2069-2073
@inproceedings{c13e9d0131184acd972f9616685fbbf6,
title = "A design of face detection system using the GA and the simple PCA",
abstract = "Recently in the world, many researches of individual recognition method using biometrics are widely done. Especially, individual recognition using faces are used because of needless for physical contact. When we specify with an individual, the information from a face is the most reliable. In this paper, we propose the new method of individual recognition using Simple PCA and NN. Individual recognition system needs to have not only ability to recognize the registrant correctly but also ability to reject the other person certainly. therefore, our objective is to reject certainly the other person. Furthermore, we analyzed and examined about the individual feature in a face using GA. Moreover, in order to show the effectiveness of the proposed method, we show computer simulations by using real image. From these results, we show the effectiveness.",
author = "H. Takimoto and Yasue Mitsukura and M. Fukumi and N. Akamatsu",
year = "2002",
doi = "10.1109/ICONIP.2002.1199039",
language = "English",
isbn = "9810475241",
volume = "4",
pages = "2069--2073",
booktitle = "ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - A design of face detection system using the GA and the simple PCA

AU - Takimoto, H.

AU - Mitsukura, Yasue

AU - Fukumi, M.

AU - Akamatsu, N.

PY - 2002

Y1 - 2002

N2 - Recently in the world, many researches of individual recognition method using biometrics are widely done. Especially, individual recognition using faces are used because of needless for physical contact. When we specify with an individual, the information from a face is the most reliable. In this paper, we propose the new method of individual recognition using Simple PCA and NN. Individual recognition system needs to have not only ability to recognize the registrant correctly but also ability to reject the other person certainly. therefore, our objective is to reject certainly the other person. Furthermore, we analyzed and examined about the individual feature in a face using GA. Moreover, in order to show the effectiveness of the proposed method, we show computer simulations by using real image. From these results, we show the effectiveness.

AB - Recently in the world, many researches of individual recognition method using biometrics are widely done. Especially, individual recognition using faces are used because of needless for physical contact. When we specify with an individual, the information from a face is the most reliable. In this paper, we propose the new method of individual recognition using Simple PCA and NN. Individual recognition system needs to have not only ability to recognize the registrant correctly but also ability to reject the other person certainly. therefore, our objective is to reject certainly the other person. Furthermore, we analyzed and examined about the individual feature in a face using GA. Moreover, in order to show the effectiveness of the proposed method, we show computer simulations by using real image. From these results, we show the effectiveness.

UR - http://www.scopus.com/inward/record.url?scp=84966376425&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84966376425&partnerID=8YFLogxK

U2 - 10.1109/ICONIP.2002.1199039

DO - 10.1109/ICONIP.2002.1199039

M3 - Conference contribution

AN - SCOPUS:84966376425

SN - 9810475241

SN - 9789810475246

VL - 4

SP - 2069

EP - 2073

BT - ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

PB - Institute of Electrical and Electronics Engineers Inc.

ER -