A 3D face recognition system using passive stereo vision and its performance evaluation

Akihiro Hayasaka, Takuma Shibahara, Koichi Ito, Takafumi Aoki, Hiroshi Nakajima, Koji Kobayashi

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

This paper proposes a three-dimensional (3D) face recognition system using passive stereo vision. So far, the reported 3D face recognition systems assume the use of active 3D measurement for 3D facial capture. However, active methods employ structured illumination or laser scanning, which is not desirable in many human recognition applications. Addressing this problem, we propose a 3D face recognition system that uses (i) AdaBoost-based face detection to automatically extract a face region from an image, (ii) passive stereo vision to capture 3D facial information, and (iii) 3D face matching based on a simple ICP (Iterative Closest Point) algorithm. Experimental evaluation demonstrates an efficient recognition performance of the proposed system.

本文言語English
ホスト出版物のタイトル2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06
出版社Institute of Electrical and Electronics Engineers Inc.
ページ379-382
ページ数4
ISBN(印刷版)0780397339, 9780780397330
DOI
出版ステータスPublished - 2006 1 1
イベント2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06 - Yonago, Japan
継続期間: 2006 12 122006 12 15

出版物シリーズ

名前2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06

Other

Other2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06
CountryJapan
CityYonago
Period06/12/1206/12/15

ASJC Scopus subject areas

  • Computer Science Applications
  • Signal Processing
  • Software
  • Electrical and Electronic Engineering
  • Mathematics(all)

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