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@article{ART002768416},
author={Sung-Jun Park},
title={A VR-based pseudo weight algorithm using machine learning},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2021},
volume={26},
number={10},
pages={53-59},
doi={10.9708/jksci.2021.26.10.053}

TY - JOUR
AU - Sung-Jun Park
TI - A VR-based pseudo weight algorithm using machine learning
JO - Journal of The Korea Society of Computer and Information
PY - 2021
VL - 26
IS - 10
PB - The Korean Society Of Computer And Information
SP - 53
EP - 59
SN - 1598-849X
AB - In this paper, we propose a system that can perform dumbbell exercise by recognizing the weight of dumbbells without wearing and device. With the development of virtual reality technnology, many studies are being conducted to simulate the pysical feedback of the real world in the virtual world. Accurate motion recognition is important to the elderly for rehabilitation exercises. They cannot lift heavy dumbbells. For rehabilitation exercise, correct body movement according to an appropriate weight must be performed. We use a machine learning algorithm for the accuracy of motion data input in real time. As an experiment, we was test three types of bicep, double, shoulder exercise and verified accuracy of exercise. In addition, we made a virtual gym game to actually apply these exercise in virtual reality.
KW - Pseudo Weight;Virtual Reality;Machine Learning;rehabilitation exercise;Virtual Gym
DO - 10.9708/jksci.2021.26.10.053
ER -

Sung-Jun Park. (2021). A VR-based pseudo weight algorithm using machine learning. Journal of The Korea Society of Computer and Information, 26(10), 53-59.

Sung-Jun Park. 2021, "A VR-based pseudo weight algorithm using machine learning", Journal of The Korea Society of Computer and Information, vol.26, no.10 pp.53-59. Available from: doi:10.9708/jksci.2021.26.10.053

Sung-Jun Park "A VR-based pseudo weight algorithm using machine learning" Journal of The Korea Society of Computer and Information 26.10 pp.53-59 (2021) : 53.

Sung-Jun Park. A VR-based pseudo weight algorithm using machine learning. 2021; 26(10), 53-59. Available from: doi:10.9708/jksci.2021.26.10.053

Sung-Jun Park. "A VR-based pseudo weight algorithm using machine learning" Journal of The Korea Society of Computer and Information 26, no.10 (2021) : 53-59.doi: 10.9708/jksci.2021.26.10.053

Sung-Jun Park. A VR-based pseudo weight algorithm using machine learning. Journal of The Korea Society of Computer and Information, 26(10), 53-59. doi: 10.9708/jksci.2021.26.10.053

Sung-Jun Park. A VR-based pseudo weight algorithm using machine learning. Journal of The Korea Society of Computer and Information. 2021; 26(10) 53-59. doi: 10.9708/jksci.2021.26.10.053

Sung-Jun Park. A VR-based pseudo weight algorithm using machine learning. 2021; 26(10), 53-59. Available from: doi:10.9708/jksci.2021.26.10.053

Sung-Jun Park. "A VR-based pseudo weight algorithm using machine learning" Journal of The Korea Society of Computer and Information 26, no.10 (2021) : 53-59.doi: 10.9708/jksci.2021.26.10.053