Face recognition using Markov stationary features and vector quantization histogram

Qiu Chen, Koji Kotani, Feifei Lee, Tadahiro Ohmi

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

We have proposed a very simple yet highly reliable face recognition algorithm using VQ histogram. This histogram, obtained by Vector Quantization (VQ) processing for the facial image, is utilized as a very effective personal feature. In this paper, we combine the VQ histogram with Markov Stationary Features (MSF) so as to add spatial structure information to histogram. Experimental results show maximum average recognition rate of 96.16% is obtained for 400 images of 40 persons from the publicly available face database of AT&T Laboratories Cambridge.

本文言語English
ホスト出版物のタイトルProceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014
編集者Xingang Liu, Didier El Baz, Ching-Hsien Hsu, Kai Kang, Weifeng Chen
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1934-1938
ページ数5
ISBN(電子版)9781479979813
DOI
出版ステータスPublished - 2015 1月 26
イベント17th IEEE International Conference on Computational Science and Engineering, CSE 2014 - Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014 - Chengdu, China
継続期間: 2014 12月 192014 12月 21

出版物シリーズ

名前Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014

Other

Other17th IEEE International Conference on Computational Science and Engineering, CSE 2014 - Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014
国/地域China
CityChengdu
Period14/12/1914/12/21

ASJC Scopus subject areas

  • コンピュータ サイエンス(全般)
  • 電子工学および電気工学
  • 制御およびシステム工学
  • 産業および生産工学

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