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| Presentation | 2010-06-22 09:50 A note on keyword relationship extraction based on visual features and its application to image annotation Marie Katsurai, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.)  CAS2010-19 VLD2010-29 SIP2010-40 CST2010-19 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper proposes a novel keyword relationship extraction method using visual features, and its application to image annotation. The proposed method assumes that semantically relevant keywords share common visual features, and the keyword relationships are constructed using visual features in the following approaches. First, visual features relevant to each keyword are detected by using the logistic regression. Then, by removing these features from images, the strength of keyword correlations are calculated. Thus these approach can extract visual feature based keyword relationships from a target database, and the proposed method realizes an accurate image annotation by utilizing both visual features and the obtained keyword relationships. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | image annotation / semantic analysis / keyword relationship / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 88, SIP2010-40, pp. 105-108, June 2010. | |
| Paper # | SIP2010-40 | |
| Date of Issue | 2010-06-14 (CAS, VLD, SIP, CST) | |
| 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 | CAS2010-19 VLD2010-29 SIP2010-40 CST2010-19 |
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| Conference Information | |
| Committee | CAS MSS VLD SIP |
| Conference Date | 2010-06-21 - 2010-06-22 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kitami Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | SIP |
| Conference Code | 2010-06-CAS-CST-VLD-SIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A note on keyword relationship extraction based on visual features and its application to image annotation |
| Sub Title (in English) | |
| Keyword(1) | image annotation |
| Keyword(2) | semantic analysis |
| Keyword(3) | keyword relationship |
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| 1st Author's Name | Marie Katsurai |
| 1st Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name | Takahiro Ogawa |
| 2nd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name | Miki Haseyama |
| 3rd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
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| Speaker | Author-1 |
| Date Time | 2010-06-22 09:50:00 |
| Presentation Time | 25 minutes |
| Registration for | SIP |
| Paper # | CAS2010-19, VLD2010-29, SIP2010-40, CST2010-19 |
| Volume (vol) | vol.110 |
| Number (no) | no.86(CAS), no.87(VLD), no.88(SIP), no.89(CST) |
| Page | pp.105-108 |
| #Pages | 4 |
| Date of Issue | 2010-06-14 (CAS, VLD, SIP, CST) |
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