Behind the palm: Hand gesture recognition through measuring skin deformation on back of hand by using optical sensors

Yuta Sugiura, Fumihiko Nakamura, Wataru Kawai, Takashi Kikuchi, Maki Sugimoto

研究成果: Conference contribution

10 被引用数 (Scopus)

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
2017-November
ISBN(電子版)9784907764579
DOI
出版ステータスPublished - 2017 11 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 192017 9 22

Other

Other56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
CountryJapan
CityKanazawa
Period17/9/1917/9/22

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Optimization
  • Control and Systems Engineering
  • Instrumentation

フィンガープリント 「Behind the palm: Hand gesture recognition through measuring skin deformation on back of hand by using optical sensors」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル