抄録
We propose a system consisting of a wearable device equipped with photo-reflective sensors arranged in an array. Hand gestures are recognized by measuring the skin deformation of the back of the hand. Since the muscles and bones on the back of the hand are linked to the fingers, finger movement can be clearly observed. Skin deformation is measured using several photo-reflective sensors. Skin deformation can be determined by measuring the distance between the device and skin with these sensors. The system estimates hand gestures with a support vector machine using the sensor data. Since this system simultaneously records the hand shape using Leap Motion in the learning phase, a user can freely register gestures. The system further displays a reconstructed digital hand as a gesture-recognition result.
| 本文言語 | English |
|---|---|
| ホスト出版物のタイトル | 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 |
| 出版社 | Institute of Electrical and Electronics Engineers Inc. |
| ページ | 1082-1087 |
| ページ数 | 6 |
| 巻 | 2017-November |
| ISBN（電子版） | 9784907764579 |
| DOI | |
| 出版ステータス | Published - 2017 11月 10 |
| イベント | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 - Kanazawa, Japan 継続期間: 2017 9月 19 → 2017 9月 22 |
Other
| Other | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 |
|---|---|
| 国/地域 | Japan |
| City | Kanazawa |
| Period | 17/9/19 → 17/9/22 |
ASJC Scopus subject areas
- コンピュータ サイエンスの応用
- 制御と最適化
- 制御およびシステム工学
- 器械工学