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| Presentation | 2008-10-24 10:40 Query-by-Sketch Image Retrieval Using Data Mining Takashi Hisamori, Gosuke Ohashi (Shizuoka Univ.)  PRMU2008-100 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The previous method that was query-by-sketch image retrieval using online-strokes combined the shape of each stroke and the stroke order with relevance feedback, and the retrieval precision improved. However, the feature database is larger because the data of each stroke is stored. To use the large amount of data effectively, data mining is applied to stored data of each stroke, and frequent sketch patterns are extracted. The purpose of the present paper is to improve the retrieval precision and efficiency by using extracted frequent sketch patterns. The proposed method is applied to 20,000 images in Corel Photo Gallery. Experimental results show that the proposed method is effective in retrieving images. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Image Retrieval / Data Mining / Online-Stroke / Relevance Feedback / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 263, PRMU2008-100, pp. 73-78, Oct. 2008. | |
| Paper # | PRMU2008-100 | |
| Date of Issue | 2008-10-16 (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 | PRMU2008-100 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2008-10-23 - 2008-10-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokushima Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2008-10-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Query-by-Sketch Image Retrieval Using Data Mining |
| Sub Title (in English) | |
| Keyword(1) | Image Retrieval |
| Keyword(2) | Data Mining |
| Keyword(3) | Online-Stroke |
| Keyword(4) | Relevance Feedback |
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| Keyword(8) | |
| 1st Author's Name | Takashi Hisamori |
| 1st Author's Affiliation | Shizuoka University (Shizuoka Univ.) |
| 2nd Author's Name | Gosuke Ohashi |
| 2nd Author's Affiliation | Shizuoka University (Shizuoka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2008-10-24 10:40:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2008-100 |
| Volume (vol) | vol.108 |
| Number (no) | no.263 |
| Page | pp.73-78 |
| #Pages | 6 |
| Date of Issue | 2008-10-16 (PRMU) |
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