| Presentation | 2011-01-21 Video-based Generic Object Recognition by Combining Motion Features and BoF Shogo NAKAMURA, Daisuke DEGUCHI, Tomokazu TAKAHASHI, Ichiro IDE, Hiroshi MURASE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | generic object recognition / video classification / optical flow / bag of features |
| Paper # | PRMU2010-206,MVE2010-131 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2011/1/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| 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 |
| 1st Author's Name | Shogo NAKAMURA |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Daisuke DEGUCHI |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Tomokazu TAKAHASHI |
| 3rd Author's Affiliation | Faculty of Economics and Information, Gifu Shotoku Gakuen University |
| 4th Author's Name | Ichiro IDE |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 5th Author's Name | Hiroshi MURASE |
| 5th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2011-01-21 |
| Paper # | PRMU2010-206,MVE2010-131 |
| Volume (vol) | vol.110 |
| Number (no) | 381 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |