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| Presentation | 2011-02-17 13:50 A Multi-modal, Multi-frame Approach for Semantic Indexing in TRECVID Nakamasa Inoue, Yusuke Kamishima, Koichi Shinoda (Tokyo Tech)  PRMU2010-212 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose a multi-modal, multi-frame approach for semantic indexing in the TRECVID 2010 workshop. The goal of the semantic indexing is to develop a method for indexing many concepts that will be useful for video search. In this study, we implement a simple and accurate system by using Gaussian Mixture Model (GMM) supervectors with SIFT and MFCC features. The SIFT features are extracted not only from key-frames but also from many image frames in a shot in order to get the most out of multi-frame information. Our best result on the TRECVID 2010 dataset was 7.36% in terms of Mean Inferred Average Precision. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Semantic Indexing / Multi-modal / Multi-frame / GMM Supervector / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 414, PRMU2010-212, pp. 25-30, Feb. 2011. | |
| Paper # | PRMU2010-212 | |
| Date of Issue | 2011-02-10 (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 | PRMU2010-212 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2011-02-17 - 2011-02-18 |
| 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 | 2011-02-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Multi-modal, Multi-frame Approach for Semantic Indexing in TRECVID |
| Sub Title (in English) | |
| Keyword(1) | Semantic Indexing |
| Keyword(2) | Multi-modal |
| Keyword(3) | Multi-frame |
| Keyword(4) | GMM Supervector |
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| 1st Author's Name | Nakamasa Inoue |
| 1st Author's Affiliation | Tokyo Institute of Technology (Tokyo Tech) |
| 2nd Author's Name | Yusuke Kamishima |
| 2nd Author's Affiliation | Tokyo Institute of Technology (Tokyo Tech) |
| 3rd Author's Name | Koichi Shinoda |
| 3rd Author's Affiliation | Tokyo Institute of Technology (Tokyo Tech) |
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| Speaker | Author-1 |
| Date Time | 2011-02-17 13:50:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2010-212 |
| Volume (vol) | vol.110 |
| Number (no) | no.414 |
| Page | pp.25-30 |
| #Pages | 6 |
| Date of Issue | 2011-02-10 (PRMU) |
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