Paper Abstract and Keywords |
Presentation |
2009-01-12 10:45
Effective Face Recognition by Branch and Bound Method Yuta Matsumoto, Yuzuko Utsumi, Yoshio Iwai (Osaka Univ.) PRMU2008-195 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Many image features have been used for face recognition in recent decades. We propose a effective method for face recognition with Haar wavelet and branch and bound method for low computation cost. This method extracts image features by performing Haar wavelet on a normalized face image, and then recognizes a face by each classifier learned by AdaBoost in advance. The computation cost for face recognition is significantly reduced by selecting image features with high confidence and using a branch and bound method. We show the performance of the proposed method by experimental results. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
face recognition / Haar wavelet / AdaBoost / branch and bound method / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 374, PRMU2008-195, pp. 37-42, Jan. 2009. |
Paper # |
PRMU2008-195 |
Date of Issue |
2009-01-05 (PRMU) |
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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PRMU2008-195 |
Conference Information |
Committee |
PRMU |
Conference Date |
2009-01-12 - 2009-01-12 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
NII |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2009-01-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Effective Face Recognition by Branch and Bound Method |
Sub Title (in English) |
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face recognition |
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Haar wavelet |
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AdaBoost |
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branch and bound method |
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1st Author's Name |
Yuta Matsumoto |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Yuzuko Utsumi |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Yoshio Iwai |
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Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-01-12 10:45:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2008-195 |
Volume (vol) |
vol.108 |
Number (no) |
no.374 |
Page |
pp.37-42 |
#Pages |
6 |
Date of Issue |
2009-01-05 (PRMU) |