Paper Abstract and Keywords |
Presentation |
2009-01-21 09:50
[Poster Presentation]
A robust Human Face Recognition algorithm for flexible situations using SIFT Kwanghee Choi, Jangseok Oh, Seokyoon Choi, Mingi Kim (Korea Univ.) MI2008-177 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
There are many methods for face recognition such as Principal Component Analysis(PCA), Independent Component Analysis(ICA) and so on. Those methods are using a kind of information compressing algorithm which is could be feature information of faces. Because of this, they are not flexible enough to be used variable situations such as face images with background. In this paper, a new technique for variable face images is developed using Scale Invariant Feature Transform(SIFT). Originally, SIFT is used to extract matching points from among two or more similar images. Nevertheless, it is hard to pull out matching points from face images because there are not many possible points in them. To solve this problem, new method analyzing Difference of Gaussian(DOG) of images into histogram is used. This paper shows higher rate of accuracy than presented method with erratic condition. AR face database is mainly used and Caltech Faces as well. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Face Recognition / auto detection / SIFT / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 385, MI2008-177, pp. 531-535, Jan. 2009. |
Paper # |
MI2008-177 |
Date of Issue |
2009-01-12 (MI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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MI2008-177 |
Conference Information |
Committee |
MI |
Conference Date |
2009-01-19 - 2009-01-21 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
National Taiwan University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Medical Imaging |
Paper Information |
Registration To |
MI |
Conference Code |
2009-01-MI |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A robust Human Face Recognition algorithm for flexible situations using SIFT |
Sub Title (in English) |
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Face Recognition |
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auto detection |
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SIFT |
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1st Author's Name |
Kwanghee Choi |
1st Author's Affiliation |
Korea University (Korea Univ.) |
2nd Author's Name |
Jangseok Oh |
2nd Author's Affiliation |
Korea University (Korea Univ.) |
3rd Author's Name |
Seokyoon Choi |
3rd Author's Affiliation |
Korea University (Korea Univ.) |
4th Author's Name |
Mingi Kim |
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Korea University (Korea Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-01-21 09:50:00 |
Presentation Time |
140 minutes |
Registration for |
MI |
Paper # |
MI2008-177 |
Volume (vol) |
vol.108 |
Number (no) |
no.385 |
Page |
pp.531-535 |
#Pages |
5 |
Date of Issue |
2009-01-12 (MI) |
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