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Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition

In recent years, significant advances in the development of computer vision technology have produced many platforms and systems that combine computer technology and sports-assisted training, including intelligent systems that are integrated with golf training and instruction. However, the existing i...

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Detalles Bibliográficos
Autores principales: Wang, Meng, Zang, Tong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168114/
https://www.ncbi.nlm.nih.gov/pubmed/35676969
http://dx.doi.org/10.1155/2022/8168396
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author Wang, Meng
Zang, Tong
author_facet Wang, Meng
Zang, Tong
author_sort Wang, Meng
collection PubMed
description In recent years, significant advances in the development of computer vision technology have produced many platforms and systems that combine computer technology and sports-assisted training, including intelligent systems that are integrated with golf training and instruction. However, the existing intelligent systems for golf-assisted teaching usually use three-dimensional depth information, which will significantly increase the cost of intelligent systems. In this paper, the extraction of golf club slope is carried out on the basis of golf sport video capture using a common monocular camera in order to match the club slope information with the professional coach swing video information. At the same time, in order to facilitate the interframe matching, the joint point information is complemented using the projection approximation point algorithm, and the segmentation of the swing video is performed using the complemented human hand joints and the fixed characteristics of the golf swing. Then, in order to solve the problem that human joints will have the same joint angle under different movements, the human limb joint angles are defined and then the swing movements in the user video frames are evaluated.
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spelling pubmed-91681142022-06-07 Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition Wang, Meng Zang, Tong Comput Intell Neurosci Research Article In recent years, significant advances in the development of computer vision technology have produced many platforms and systems that combine computer technology and sports-assisted training, including intelligent systems that are integrated with golf training and instruction. However, the existing intelligent systems for golf-assisted teaching usually use three-dimensional depth information, which will significantly increase the cost of intelligent systems. In this paper, the extraction of golf club slope is carried out on the basis of golf sport video capture using a common monocular camera in order to match the club slope information with the professional coach swing video information. At the same time, in order to facilitate the interframe matching, the joint point information is complemented using the projection approximation point algorithm, and the segmentation of the swing video is performed using the complemented human hand joints and the fixed characteristics of the golf swing. Then, in order to solve the problem that human joints will have the same joint angle under different movements, the human limb joint angles are defined and then the swing movements in the user video frames are evaluated. Hindawi 2022-05-29 /pmc/articles/PMC9168114/ /pubmed/35676969 http://dx.doi.org/10.1155/2022/8168396 Text en Copyright © 2022 Meng Wang and Tong Zang. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wang, Meng
Zang, Tong
Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition
title Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition
title_full Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition
title_fullStr Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition
title_full_unstemmed Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition
title_short Research on Intelligent Sports Training System for Golf Based on Body Sense Recognition
title_sort research on intelligent sports training system for golf based on body sense recognition
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168114/
https://www.ncbi.nlm.nih.gov/pubmed/35676969
http://dx.doi.org/10.1155/2022/8168396
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