| Presentation | 2020-09-08 3D Human Pose Estimation for Omnidirectional Camera Teppei Miura, Shinji Sako, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Sign-language is the natural interactive visual language used by deaf people. Most hearing people, however, do not know sign-language. For the reason, they usually talk through writing or interpreters between hearing and deaf people. A portable sign-language recognition and translation system is necessary for interactive and direct communication in daily use. Sign-language is composed of some elements: handshapes, movements, positions, facial expressions, and peripheral information. We intend to propose a sign-language recognition system using a wearable omnidirectional camera for the input device, which is portable for daily use, and capable of obtaining enough elements for sign-language recognition. As a first step for the system, we research 3D human pose estimation methods for RGB images taken by the wearable omnidirectional camera in this paper. We apply a convolutional neural network (CNN) to estimate 3D poses. The model is evaluated on our dataset that we collect 3D poses and RGB equirectangular images by a wearable omnidirectional camera. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | 3D pose estimation / Omnidirectional camera / Wearable / Sign-language |
| Paper # | WIT2020-7 |
| Date of Issue | 2020-09-01 (WIT) |
| Conference Information | |
| Committee | WIT |
|---|---|
| Conference Date | 2020/9/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online meeting |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Well-being Information Technology, etc. |
| Chair | Daisuke Wakatsuki(Tsukuba Univ. of Tech.) |
| Vice Chair | Shinji Sakou(Nagoya Inst. of Tech.) |
| Secretary | Shinji Sakou(Saitama Industrial Tech. Center) |
| Assistant | Manabi Miyagi(Tsukuba Univ. of Tech.) / Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) |
| 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) | 3D Human Pose Estimation for Omnidirectional Camera |
| Sub Title (in English) | applying for sign-language recognition |
| Keyword(1) | 3D pose estimation |
| Keyword(2) | Omnidirectional camera |
| Keyword(3) | Wearable |
| Keyword(4) | Sign-language |
| 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 | 2020-09-08 |
| Paper # | WIT2020-7 |
| Volume (vol) | vol.120 |
| Number (no) | WIT-161 |
| Page | pp.pp.9-14(WIT), |
| #Pages | 6 |
| Date of Issue | 2020-09-01 (WIT) |