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| Presentation | 2011-01-21 18:00 Video-based Generic Object Recognition by Combining Motion Features and BoF Shogo Nakamura, Daisuke Deguchi (Nagoya Univ.), Tomokazu Takahashi (Gifu Shotoku Gakuen Univ.), Ichiro Ide, Hiroshi Murase (Nagoya Univ.)  PRMU2010-206 MVE2010-131 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | It has been needed to recognize objects in videos and attach tags automatically so as to categorize and search a large amount of videos on the Web. Recently, generic object recognition has been studied for still images actively, but not almost for videos. As for the generic object recognition in a video, it is important to make use of the features from various frames involved in the video efficiently. In this paper, we propose a method of recognizing generic objects in videos by combining BoF of each frames and motion features of consecutive frames. Experimental results showed the effectiveness of integrated use of motion features. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | generic object recognition / video classification / optical flow / bag of features / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 381, PRMU2010-206, pp. 423-428, Jan. 2011. | |
| Paper # | PRMU2010-206 | |
| Date of Issue | 2011-01-13 (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 | PRMU2010-206 MVE2010-131 |
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| Conference Information | |
| Committee | PRMU MVE IPSJ-CVIM |
| Conference Date | 2011-01-20 - 2011-01-21 |
| 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 | 2011-01-PRMU-MVE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Video-based Generic Object Recognition by Combining Motion Features and BoF |
| Sub Title (in English) | |
| Keyword(1) | generic object recognition |
| Keyword(2) | video classification |
| Keyword(3) | optical flow |
| Keyword(4) | bag of features |
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| 1st Author's Name | Shogo Nakamura |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Daisuke Deguchi |
| 2nd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 3rd Author's Name | Tomokazu Takahashi |
| 3rd Author's Affiliation | Gifu Shotoku Gakuen University (Gifu Shotoku Gakuen Univ.) |
| 4th Author's Name | Ichiro Ide |
| 4th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 5th Author's Name | Hiroshi Murase |
| 5th Author's Affiliation | Nagoya University (Nagoya Univ.) |
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| Speaker | Author-1 |
| Date Time | 2011-01-21 18:00:00 |
| Presentation Time | 25 minutes |
| Registration for | PRMU |
| Paper # | PRMU2010-206, MVE2010-131 |
| Volume (vol) | vol.110 |
| Number (no) | no.381(PRMU), no.382(MVE) |
| Page | pp.423-428 |
| #Pages | 6 |
| Date of Issue | 2011-01-13 (PRMU, MVE) |
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