| Paper Abstract and Keywords |
| Presentation |
2020-06-03 15:10
3D Animation of a Humanoid Model using EMG Sensors
Tsutomu Horikoshi, Yoshie Nogami (SIT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In marine sports such as surfing, it is difficult to practice repeatedly under the same conditions. On the other hand, VR is a technology that can repeat the same experience, and is expected to be effective in sports training. In sports training, it is important to understand how to use muscles, but in the current VR system, the use of motion sensors is the mainstream, and muscle data is not used. In this research, we aim to reproduce the three-dimensional movements of trainees by measuring the muscle movements during surfing training with an EMG sensor. In this presentation, we learn 3D motions from EMG data by deep learning. We propose a method to reproduce 3D motion of human skeleton model using only the EMG sensor using the learning data set. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Sports Training / Virtual Reality / EMG Sensor / Surfing / Deep Learning / / / |
| Reference Info. |
ITE Tech. Rep., vol. 44, June 2020. |
| Paper # |
|
| Date of Issue |
2020-05-27 (3DIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
3DMT IEICE-SIS IPSJ-AVM |
| Conference Date |
2020-06-03 - 2020-06-04 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
G Square (Hakodate Community Plaza) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Intelligent Multimedia Systems, Applied Enbedded Systems, Three-Dimensional Image Technology (3DIT), etc. |
| Paper Information |
| Registration To |
3DMT |
| Conference Code |
2020-06-3DIT-SIS-AVM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
3D Animation of a Humanoid Model using EMG Sensors |
| Sub Title (in English) |
|
| Keyword(1) |
Sports Training |
| Keyword(2) |
Virtual Reality |
| Keyword(3) |
EMG Sensor |
| Keyword(4) |
Surfing |
| Keyword(5) |
Deep Learning |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Tsutomu Horikoshi |
| 1st Author's Affiliation |
Shonan Institute of Technology (SIT) |
| 2nd Author's Name |
Yoshie Nogami |
| 2nd Author's Affiliation |
Shonan Institute of Technology (SIT) |
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| Speaker |
Author-1 |
| Date Time |
2020-06-03 15:10:00 |
| Presentation Time |
20 minutes |
| Registration for |
3DMT |
| Paper # |
3DIT2020-11 |
| Volume (vol) |
vol.44 |
| Number (no) |
no.13 |
| Page |
pp.25-29 |
| #Pages |
5 |
| Date of Issue |
2020-05-27 (3DIT) |
|