| Presentation | 2020-12-17 Simultaneous pose-region estimation for people tracking Kazuhiko Watanabe, Toshikazu Wada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Bottom-up pose estimation often make an incorrect connection between body parts in a crowded situation like group photo. In this paper, we propose two DNN models: “Mask to Pose” that estimates people poses from their regions and “Pose to Mask” that estimates people regions from their poses. By combining these two models, we can estimate people regions and poses simultaneously. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Human Pose Estimation / Human Region Estimation / OpenPose |
| Paper # | PRMU2020-41 |
| Date of Issue | 2020-12-10 (PRMU) |
| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2020/12/17(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Transfer learning and few shot learning |
| 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 |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Simultaneous pose-region estimation for people tracking |
| Sub Title (in English) | |
| Keyword(1) | Human Pose Estimation |
| Keyword(2) | Human Region Estimation |
| Keyword(3) | OpenPose |
| 1st Author's Name | Kazuhiko Watanabe |
| 1st Author's Affiliation | Wakayama University(Wakayama Univ.) |
| 2nd Author's Name | Toshikazu Wada |
| 2nd Author's Affiliation | Wakayama University(Wakayama Univ.) |
| Date | 2020-12-17 |
| Paper # | PRMU2020-41 |
| Volume (vol) | vol.120 |
| Number (no) | PRMU-300 |
| Page | pp.pp.18-23(PRMU), |
| #Pages | 6 |
| Date of Issue | 2020-12-10 (PRMU) |