| Presentation | 2021-06-01 Mobile MoCap System towards Sign Language Recognition Teppei Miura, Shinji Sako, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Sign language is a interactive visual language used by deaf people. However, most hearing people do not learn the sign language. They usually communicate through writing or interpreters. The portable sign language recognition and translation system is necessary for interactive and direct communication in daily use. We have been developing a mobile motion capture system that acquire signer’s body motion toward applying to sign language recognition and translation. The system deteriorates the accuracy of 2D / 3D pose estimation in real environment because of lacking the training dataset. To estimate the pose in higher accuracy, we propose a technique using OpenPose that is high-quality 2D pose estimation tool. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mobile MoCap system / 3D Pose estimation / OpenPose / Sign language recognition |
| Paper # | WIT2021-11 |
| Date of Issue | 2021-05-25 (WIT) |
| Conference Information | |
| Committee | WIT |
|---|---|
| Conference Date | 2021/6/1(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinji Sakou(Nagoya Inst. of Tech.) |
| Vice Chair | Tomohiro Amemiya(Univ. of Tokyo) |
| Secretary | Tomohiro Amemiya(Tsukuba Univ. of Tech.) |
| Assistant | Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) / Komori Tomoyasu(NHK STRL) |
| Paper Information | |
| Registration To | Technical Committee on Well-being Information Technology |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Mobile MoCap System towards Sign Language Recognition |
| Sub Title (in English) | Improvement of 3D Pose Estimation using OpenPose |
| Keyword(1) | Mobile MoCap system |
| Keyword(2) | 3D Pose estimation |
| Keyword(3) | OpenPose |
| Keyword(4) | Sign language recognition |
| 1st Author's Name | Teppei Miura |
| 1st Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 2nd Author's Name | Shinji Sako |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| Date | 2021-06-01 |
| Paper # | WIT2021-11 |
| Volume (vol) | vol.121 |
| Number (no) | WIT-52 |
| Page | pp.pp.54-58(WIT), |
| #Pages | 5 |
| Date of Issue | 2021-05-25 (WIT) |