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ID 30037
フルテキストURL
著者
Shakunaga, Takeshi Department of Information Technology, Faculty of Engineering Okayama University
Sakaue, Fumihiko Department of Information Technology, Faculty of Engineering Okayama University
Shigenari, Kazuma Department of Information Technology, Faculty of Engineering Okayama University
抄録
This work presents a robust face recognition method, which can work even when an insufficient number of images are registered for each person. The method is composed of image correction and image decomposition, both of which are specified in the normalized image space (NIS). The image correction [(F. Sakaue and T. Shakunaga, 2004), (T. Shakunaga and F. Sakaue, 2002)] is realized by iterative projections of an image to an eigenspace in NIS. It works well for natural images having various kinds of noise, including shadows, reflections, and occlusions. We have proposed decomposition of an eigenface into two orthogonal eigenspaces [T. Shakunaga and K. Shigenari, 2001], and have shown that the decomposition is effective for realizing robust face recognition under various lighting conditions. This work shows that the decomposed eigenface method can be refined by projection-based image correction.
キーワード
eigenvalues and eigenfunctions
face recognition
object recognition
備考
Digital Object Identifier: 10.1109/AFGR.2004.1301538
Published with permission from the copyright holder. This is the institute's copy, as published in Automatic Face and Gesture Recognition, 2004. Proceedings. Sixth IEEE International Conference on, 17-19 May 2004, Pages 241-247.
Publisher URL:http://dx.doi.org/10.1109/AFGR.2004.1301538
Copyright © 2004 IEEE. All rights reserved.
発行日
2004-5
出版物タイトル
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition
出版者
IEEE Computer Society
開始ページ
241
終了ページ
247
ISSN
07695-21223
NCID
BA68686880
資料タイプ
会議発表論文
言語
English
OAI-PMH Set
岡山大学
著作権者
IEEE
イベント
Sixth IEEE International Conference on Automatic Face and Gesture Recognition
イベント地
Seoul, Korea
イベント開催日
2004-05
論文のバージョン
publisher
査読
有り
DOI
Submission Path
industrial_engineering/24