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DESIGNING FOR REHABILITATION MOVEMENT RECOGNITION AND MEASUREMENT IN VIRTUAL REALITY

Published online by Cambridge University Press:  19 June 2023

Ummi Khaira Latif*
Affiliation:
Center for Ubiquitous Computing, University of Oulu, Finland
Zhengya Gong
Affiliation:
Center for Ubiquitous Computing, University of Oulu, Finland
Vijayakumar Nanjappan
Affiliation:
Center for Ubiquitous Computing, University of Oulu, Finland
Georgi V. Georgiev
Affiliation:
Center for Ubiquitous Computing, University of Oulu, Finland
*
Latif, Ummi Khaira, University of Oulu, Finland, ummi.latif@oulu.fi

Abstract

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Virtual reality (VR)-based rehabilitation has been widely implemented to maintain and increase patient motivation during therapy sessions. Researchers nowadays design VR-based rehabilitation by leveraging off-the-shelf VR devices for easy access and application. However, researchers need to implement additional custom hardware or incorporate a specific algorithm to perform a real-time evaluation of each therapeutic movement. This study aims to design and develop a system with features for recognizing and measuring the upper limb rehabilitation movement in VR using off-the-shelf VR devices such as VR headsets, controllers, and trackers. This system is bundled and distributed as a single toolkit to accommodate other researchers in providing the evaluation feature for their VR-based rehabilitation system. The user experiment was conducted to verify the usability of this proposed design system. The experiment results show that the system can recognize 16 upper limb movements and provide several measurement data that researchers can use in providing the evaluation feature based on their design requirements.

Type
Article
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NCCreative Common License - ND
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work.
Copyright
The Author(s), 2023. Published by Cambridge University Press

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