| Presentation | 2021-10-19 Sign language generation tool using 3D motion data Teppei Miura, Shinji Sako, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Machine learnings play an important role in sign language recognition. However, sign language datasets are shortage the volume and variety to work well in the wild. To enlarge the datasets, we develop a synthetic sign language data generation tool from 3D motion data. The proposed tool generates realistic images of various body shape with 2D / 3D poses, depth maps, body-part segmentations, optical flows, and surface normals. The large-scale dataset generated by our tool is useful for sign language recognition and analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sign language data / Synthetic data generation / 3D motion data |
| Paper # | SP2021-24,WIT2021-17 |
| Date of Issue | 2021-10-12 (SP, WIT) |
| Conference Information | |
| Committee | SP / WIT / IPSJ-SLP / ASJ-H |
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| Conference Date | 2021/10/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Norihide Kitaoka(Toyohashi Univ. of Tec) / Shinji Sakou(Nagoya Inst. of Tech.) / Norihide Kitaoka(Toyohashi Univ. of Tec) / Hiroaki Kato(NICT) |
| Vice Chair | / Tomohiro Amemiya(Univ. of Tokyo) / / Shuichi Sakamoto(Tohoku University) |
| Secretary | (Univ. of Tokyo) / Tomohiro Amemiya(Kobe Univ.) / (Saitama Industrial Tech. Center) / Shuichi Sakamoto(Teikyo Univ.) |
| Assistant | Toru Nakashika(Univ. of Electro-Comm.) / Ryo Masumura(NTT) / Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) / Tomoyasu Komori(NHK) |
| Paper Information | |
| Registration To | Technical Committee on Speech / Technical Committee on Well-being Information Technology / Special Interest Group on Spoken Language Processing / Auditory Research Meeting |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Sign language generation tool using 3D motion data |
| Sub Title (in English) | |
| Keyword(1) | Sign language data |
| Keyword(2) | Synthetic data generation |
| Keyword(3) | 3D motion data |
| 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 | 2021-10-19 |
| Paper # | SP2021-24,WIT2021-17 |
| Volume (vol) | vol.121 |
| Number (no) | SP-202,WIT-203 |
| Page | pp.pp.1-5(SP), pp.1-5(WIT), |
| #Pages | 5 |
| Date of Issue | 2021-10-12 (SP, WIT) |