| Presentation | 2021-12-17 Automatic Video Summarization Using Archive of Edited Videos Haruna Watanabe, Soma Shiraishi, Jun Piao, Katsuhiko Takahashi, Yu Nabeto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For the video summarization model, especially in the case of supervised learning methods, it is necessary to have the training video data where the highlights in the video are annotated by human．The annotation process is very labor intensive and costly．We therefore propose a framework for video summarization that utilizes broadcast video archives and does not require manual annotation．In the experiment, we evaluated the accuracy of our automatic annotation process．We also compared the estimation accuracy of a video summarization model trained on automatically generated data with that of a model trained on the data annotated by human．The former model achieved comparable performance to the latter model．This indicates that our framework is effective. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | video archive / video summarization / video recognition / automatic annotation |
| Paper # | PRMU2021-47 |
| Date of Issue | 2021-12-09 (PRMU) |
| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2021/12/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Seiichi Uchida(Kyushu Univ.) |
| Vice Chair | Masakazu Iwamura(Osaka Pref. Univ.) / Mitsuru Anpai(Denso IT Lab.) |
| Secretary | Masakazu Iwamura(NTT) / Mitsuru Anpai(Tottori Univ.) |
| Assistant | Kouta Yamaguchi(CyberAgent) / Yusuke Matsui(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Video Summarization Using Archive of Edited Videos |
| Sub Title (in English) | |
| Keyword(1) | video archive |
| Keyword(2) | video summarization |
| Keyword(3) | video recognition |
| Keyword(4) | automatic annotation |
| 1st Author's Name | Haruna Watanabe |
| 1st Author's Affiliation | NEC Corporation(NEC) |
| 2nd Author's Name | Soma Shiraishi |
| 2nd Author's Affiliation | NEC Corporation(NEC) |
| 3rd Author's Name | Jun Piao |
| 3rd Author's Affiliation | NEC Corporation(NEC) |
| 4th Author's Name | Katsuhiko Takahashi |
| 4th Author's Affiliation | NEC Corporation(NEC) |
| 5th Author's Name | Yu Nabeto |
| 5th Author's Affiliation | NEC Solution Innovators(NEC Solution Innovators) |
| Date | 2021-12-17 |
| Paper # | PRMU2021-47 |
| Volume (vol) | vol.121 |
| Number (no) | PRMU-304 |
| Page | pp.pp.124-129(PRMU), |
| #Pages | 6 |
| Date of Issue | 2021-12-09 (PRMU) |