| Presentation | 2007-10-26 Content-based Retrieval of User Generated Video Using Frame Clustering Keiichiro HOASHI, Toshiaki UEMUKAI, Kazunori MATSUMOTO, Fumiaki SUGAYA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper introduces a novel video retrieval method, which is especially effective for the retrieval of user generated video (UGV) content. Due to the recent popularity of video sharing sites, the amount of UGVs has increased dramatically. However, the difference between UGVs and professionally generated video such as TV programs, makes it difficult for existing video retrieval methods, which are reliant on shot boundary detection results, to achieve satisfactory results. In this paper, we propose a video retrieval method, which utilizes frame clustering results to extract "pseudo-shots" from the video, to calculate the similarity between videos. Experiments conducted on an experimental data set have proved that the proposed method is capable of achieving highly accurate retrieval. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Video retrieval / user generated video / frame clustering / pseudo shots / Earth Mover's Distance |
| Paper # | PRMU2007-107 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2007/10/18(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) | Content-based Retrieval of User Generated Video Using Frame Clustering |
| Sub Title (in English) | |
| Keyword(1) | Video retrieval |
| Keyword(2) | user generated video |
| Keyword(3) | frame clustering |
| Keyword(4) | pseudo shots |
| Keyword(5) | Earth Mover's Distance |
| 1st Author's Name | Keiichiro HOASHI |
| 1st Author's Affiliation | KDDI R&D Laboratories, Inc.() |
| 2nd Author's Name | Toshiaki UEMUKAI |
| 2nd Author's Affiliation | KDDI R&D Laboratories, Inc. |
| 3rd Author's Name | Kazunori MATSUMOTO |
| 3rd Author's Affiliation | KDDI R&D Laboratories, Inc. |
| 4th Author's Name | Fumiaki SUGAYA |
| 4th Author's Affiliation | KDDI R&D Laboratories, Inc. |
| Date | 2007-10-26 |
| Paper # | PRMU2007-107 |
| Volume (vol) | vol.107 |
| Number (no) | 281 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |