| Presentation | 2023-03-02 A Study of Multi Person Tracking Method in OpenPose by Using StrongSORT Yuta Suwabe, Hiroyuki Tsuji, Tomoaki Kimura, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Since 2016, the number of people called virtual Youtubers who are active on video distribution sites using characters represented by 2D illustrations and 3D models is increasing in personal and company. In particular, companies are focusing on online distribution using multiple 3D models, but in order to move 3D models, a motion capture system that reads the movements of real people is required, and this system is expensive and large. Therefore, it is difficult for personal to do the same. There is OpenPose, a multi-person pose estimation technology, as a method to realize these with a web cam, but there is no way to Track which person the estimated pose belongs to, so it cannot be used for motion capture of multiple people. In this paper, we propose a method of matching skeleton information estimated by OpenPose between image frames for each person by using StrongSORT, an object tracking library, and conduct an evaluation experiment. As a result, the precision of the proposed method is more than 98%, which confirms the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Person Tracking / Motion Capture / OpenPose / StrongSORT / YOLO |
| Paper # | SIS2022-41 |
| Date of Issue | 2023-02-23 (SIS) |
| Conference Information | |
| Committee | SIS |
|---|---|
| Conference Date | 2023/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Chiba Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tomoaki Kimura(Kanagawa Inst. of Tech.) |
| Vice Chair | Naoto Sasaoka(Tottori Univ.) / Hakaru Tamukoh(Kyushu Inst. of Tech.) |
| Secretary | Naoto Sasaoka(NTT) / Hakaru Tamukoh(Kansai Univ.) |
| Assistant | Yoshiaki Makabe(Kanagawa Inst. of Tech.) / Yosuke Sugiura(Saitama Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Multi Person Tracking Method in OpenPose by Using StrongSORT |
| Sub Title (in English) | |
| Keyword(1) | Person Tracking |
| Keyword(2) | Motion Capture |
| Keyword(3) | OpenPose |
| Keyword(4) | StrongSORT |
| Keyword(5) | YOLO |
| 1st Author's Name | Yuta Suwabe |
| 1st Author's Affiliation | Kanagawa Institute of Technology(KAIT) |
| 2nd Author's Name | Hiroyuki Tsuji |
| 2nd Author's Affiliation | Kanagawa Institute of Technology(KAIT) |
| 3rd Author's Name | Tomoaki Kimura |
| 3rd Author's Affiliation | Kanagawa Institute of Technology(KAIT) |
| Date | 2023-03-02 |
| Paper # | SIS2022-41 |
| Volume (vol) | vol.122 |
| Number (no) | SIS-410 |
| Page | pp.pp.5-9(SIS), |
| #Pages | 5 |
| Date of Issue | 2023-02-23 (SIS) |