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| Presentation | 2014-01-24 10:40 * Wataru Takei, Katsuya Hosobori, Tsuyoshi Kato (Gunma Univ.), Shinichiro Omachi (Tohoku Univ.)  PRMU2013-113 MVE2013-54 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In computer vision, image crassification has been one of the central tasks and studied by many researchers. To deal with it, various vector quantization methods based Bag-of-Words with the Euclidean distande have been applied. Our proposed method uses Mahalanobis distance in coding step instead of Euclidean distance. Experiments demonstrate that our Mahalanobis coding achieves better performance than existing coding method in the two datasets. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | generic object recognition / Bag-of-Words / Mahalanobis coding / Fisher Vector / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 402, PRMU2013-113, pp. 201-206, Jan. 2014. | |
| Paper # | PRMU2013-113 | |
| Date of Issue | 2014-01-16 (PRMU, MVE) | |
| 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 | PRMU2013-113 MVE2013-54 |
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| Conference Information | |
| Committee | PRMU IPSJ-CVIM MVE |
| Conference Date | 2014-01-23 - 2014-01-24 |
| 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 | 2014-01-PRMU-CVIM-MVE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | * |
| Sub Title (in English) | |
| Keyword(1) | generic object recognition |
| Keyword(2) | Bag-of-Words |
| Keyword(3) | Mahalanobis coding |
| Keyword(4) | Fisher Vector |
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| 1st Author's Name | Wataru Takei |
| 1st Author's Affiliation | Gunma University (Gunma Univ.) |
| 2nd Author's Name | Katsuya Hosobori |
| 2nd Author's Affiliation | Gunma University (Gunma Univ.) |
| 3rd Author's Name | Tsuyoshi Kato |
| 3rd Author's Affiliation | Gunma University (Gunma Univ.) |
| 4th Author's Name | Shinichiro Omachi |
| 4th Author's Affiliation | Tohoku University (Tohoku Univ.) |
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| Speaker | Author-1 |
| Date Time | 2014-01-24 10:40:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2013-113, MVE2013-54 |
| Volume (vol) | vol.113 |
| Number (no) | no.402(PRMU), no.403(MVE) |
| Page | pp.201-206 |
| #Pages | 6 |
| Date of Issue | 2014-01-16 (PRMU, MVE) |
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