Human verification using 3D-gray-scale face image

Ryutaro Ito, Kazuo Nakazawa, Masato Nakajima

研究成果: Conference contribution

抄録

In recent years, many different techniques have been proposed to verify human face. Most of them used gray-scale image and some of them used range image. Because the two types of image include different information, their combination can increase the correct verification rate. The paper propose a human face verification method using a 3D-gray-scale imaging technique. First, we developed an effectiveness procedure for obtaining a 3D-gray-scale face image based on a 2D-gray-scale image and a range image. Then we propose a human face verification technique using the subspaee method: to verify whether the observed person is himself, distance is calculated between the face data of the person and the subspace of the registered data. In order to verify the effectiveness of our method, we applyed this method to 18 people. Tim result of experiment shows effectiveness of the method.

本文言語English
ホスト出版物のタイトルAdvances in Pattern Recognition - Joint IAPR International Workshops SSPR 1998 and SPR 1998, Proceedings
出版社Springer Verlag
ページ1005-1012
ページ数8
1451
ISBN(印刷版)3540648585, 9783540648581
出版ステータスPublished - 1998
イベント7th Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition, SSPR 1998 and 2nd International Workshop on Statistical Techniques in Pattern Recognition, SPR 1998 - Sydney, Australia
継続期間: 1998 8 111998 8 13

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1451
ISSN(印刷版)03029743
ISSN(電子版)16113349

Other

Other7th Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition, SSPR 1998 and 2nd International Workshop on Statistical Techniques in Pattern Recognition, SPR 1998
CountryAustralia
CitySydney
Period98/8/1198/8/13

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

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