Kinect-based 3D Human Motion Acquisition and Evaluation System for Remote Rehabilitation and Exercise

Yu You, Tai Qi Wang, Keisuke Osawa, Megumi Shimodozono, Eiichiro Tanaka*

*この研究の対応する著者

研究成果: Conference contribution

抄録

With the increasingly serious aging situation, more and more elderly people are physically disabled. In addition, the current rehabilitation resources have the problems of shortage and uneven distribution, coupled with the impact of COVID-19 in early 2019, most patients have been greatly restricted from going to the rehabilitation center for training. To solve these problems, we propose a "Kinect-based 3D Human Motion Acquisition and Evaluation System for Remote Rehabilitation and Exercise"which uses the Kinect3 camera to obtain human motion with an error rate of only 3% when the body is in front of the camera. Then we use Unity to create a humanoid virtual model and interactive scene and synchronize the real body motion to the virtual model with an average error less than 1%. At the same time, our system provides reliable and highly accurate methods for evaluating actions based on angles and trajectories. What's more, users don't need to wear any wearable devices when using the system. It is a mark-less motion acquisition system, which reduces the cost and improves the usability and scalability of the system. And the interactive virtual scenes also increase the training motivation of users.

本文言語English
ホスト出版物のタイトル2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2022
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1213-1218
ページ数6
ISBN(電子版)9781665413084
DOI
出版ステータスPublished - 2022
イベント2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2022 - Sapporo, Japan
継続期間: 2022 7月 112022 7月 15

出版物シリーズ

名前IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM
2022-July

Conference

Conference2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2022
国/地域Japan
CitySapporo
Period22/7/1122/7/15

ASJC Scopus subject areas

  • 電子工学および電気工学
  • 制御およびシステム工学
  • コンピュータ サイエンスの応用
  • ソフトウェア

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