| Presentation | 2021-03-05 Cross-view Non-local Neural Networks for Joint Representation Learning between First and Third Person Videos Zhehao Zhu, Yusuke Sugano, Yoichi Sato, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper introduces a cross-view non-local neural network to learn joint representations for understandinghuman activities from videos captured by wearable and fixed cameras. The key element is a non-local model to extract andenhance the global visual feature similarity across the views while reducing dissimilarity. The proposed method achieves astate-of-the-art performance on a cross-view action recognition benchmark dataset. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Non-local neural networksJoint representation learning |
| Paper # | PRMU2020-99 |
| Date of Issue | 2021-02-25 (PRMU) |
| Conference Information | |
| Committee | PRMU / IPSJ-CVIM |
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| Conference Date | 2021/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Computer Vision and Pattern Recognition for specific environment |
| Chair | Yoichi Sato(Univ. of Tokyo) |
| Vice Chair | Akisato Kimura(NTT) / Masakazu Iwamura(Osaka Pref. Univ.) |
| Secretary | Akisato Kimura(Mobility Technologies) / Masakazu Iwamura(Chubu Univ.) |
| Assistant | Takashi Shibata(NTT) / Masashi Nishiyama(Tottori Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Special Interest Group on Computer Vision and Image Media |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Cross-view Non-local Neural Networks for Joint Representation Learning between First and Third Person Videos |
| Sub Title (in English) | |
| Keyword(1) | Non-local neural networksJoint representation learning |
| 1st Author's Name | Zhehao Zhu |
| 1st Author's Affiliation | University of Tokyo(UTokyo) |
| 2nd Author's Name | Yusuke Sugano |
| 2nd Author's Affiliation | University of Tokyo(UTokyo) |
| 3rd Author's Name | Yoichi Sato |
| 3rd Author's Affiliation | University of Tokyo(UTokyo) |
| Date | 2021-03-05 |
| Paper # | PRMU2020-99 |
| Volume (vol) | vol.120 |
| Number (no) | PRMU-409 |
| Page | pp.pp.170-175(PRMU), |
| #Pages | 6 |
| Date of Issue | 2021-02-25 (PRMU) |