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| Presentation | 2015-03-20 10:00 Discussing of learning method for labeling manga characters Eiki Imazu, Motoi Iwata, Koichi Kise (OPU)  BioX2014-65 PRMU2014-185 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, I propose a new method to train similarity for labeling characters' ID to manga character regions.In manga, manga characters are important elements. If they can be retrieved,it's possible to meet user's demand.Labeling to manga characters is difficult with simple pattern matching because the manga characters have the various directions of the faces and expressions.Conventional method's problem is labeling many manga characters. In addition, human have to choose many kinds of face data. In this paper, the proposed method employs pool-based active learning to solves these problems.Pool-based active learning has an advantage to solve the problem when obtaining samples with labels requires quite higher cost than the cost to obtain samples without labels.I used our method for labeling experiment and show its advantages. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | manga / character retrieval / pool-based active learning / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 521, PRMU2014-185, pp. 159-164, March 2015. | |
| Paper # | PRMU2014-185 | |
| Date of Issue | 2015-03-12 (BioX, 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) | |
| Download PDF | BioX2014-65 PRMU2014-185 |
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| Conference Information | |
| Committee | PRMU BioX |
| Conference Date | 2015-03-19 - 2015-03-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2015-03-PRMU-BioX |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Discussing of learning method for labeling manga characters |
| Sub Title (in English) | |
| Keyword(1) | manga |
| Keyword(2) | character retrieval |
| Keyword(3) | pool-based active learning |
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| 1st Author's Name | Eiki Imazu |
| 1st Author's Affiliation | Osaka Prefecture University (OPU) |
| 2nd Author's Name | Motoi Iwata |
| 2nd Author's Affiliation | Osaka Prefecture University (OPU) |
| 3rd Author's Name | Koichi Kise |
| 3rd Author's Affiliation | Osaka Prefecture University (OPU) |
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| Speaker | Author-1 |
| Date Time | 2015-03-20 10:00:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | BioX2014-65, PRMU2014-185 |
| Volume (vol) | vol.114 |
| Number (no) | no.520(BioX), no.521(PRMU) |
| Page | pp.159-164 |
| #Pages | 6 |
| Date of Issue | 2015-03-12 (BioX, PRMU) |
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