Paper Abstract and Keywords |
Presentation |
2009-10-23 14:10
Gender Identification Method Using Facial Features by Active Appearance Model. Atsushi Higashi, Yohei Fukumizu, Hironori Yamauchi (Ritsumeikan Univ.) PRMU2009-89 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Considering a communication between human and a computer, it is important to identify gender automatically to provide appropriate information to him or her. Therefore, we built an automatic gender identification system. To get the facial features, we used Active Appearance Model (AAM) that is statistical model describing both shapes and textures which shows the brightness within shapes. The proposed system extracts shape and appearance models from facial gallery images. Then, facial mask are fitted on the probe image from a camera with those models, followed by extracting shape features from AAM shape model as well as appearance parameters. Using these features, the system identifies gender of a person successfully through the Bayesian inference. An experiment result demonstrates on identification rate up to 91.2% on grayscale. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Active Appearance Model / AAM / Gender Identification / Bayesian Inference / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 249, PRMU2009-89, pp. 103-108, Oct. 2009. |
Paper # |
PRMU2009-89 |
Date of Issue |
2009-10-15 (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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PRMU2009-89 |
Conference Information |
Committee |
PRMU |
Conference Date |
2009-10-22 - 2009-10-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hiroshima Univ. |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2009-10-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Gender Identification Method Using Facial Features by Active Appearance Model. |
Sub Title (in English) |
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Keyword(1) |
Active Appearance Model |
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AAM |
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Gender Identification |
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Bayesian Inference |
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1st Author's Name |
Atsushi Higashi |
1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
2nd Author's Name |
Yohei Fukumizu |
2nd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
3rd Author's Name |
Hironori Yamauchi |
3rd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-10-23 14:10:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2009-89 |
Volume (vol) |
vol.109 |
Number (no) |
no.249 |
Page |
pp.103-108 |
#Pages |
6 |
Date of Issue |
2009-10-15 (PRMU) |
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