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Health Detection System for Sports Dancers during Training Based on an Image Processing Technology

Dance sport is a competition of athletes for qualities such as speed, strength, endurance, flexibility, and coordination, requiring a high level of overall physical fitness. As China's sports fever continues to heat up, especially among students, the active nature of young people can lead to ov...

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Detalles Bibliográficos
Autor principal: Zhang, Lu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699784/
https://www.ncbi.nlm.nih.gov/pubmed/36439557
http://dx.doi.org/10.1155/2022/5824346
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author Zhang, Lu
author_facet Zhang, Lu
author_sort Zhang, Lu
collection PubMed
description Dance sport is a competition of athletes for qualities such as speed, strength, endurance, flexibility, and coordination, requiring a high level of overall physical fitness. As China's sports fever continues to heat up, especially among students, the active nature of young people can lead to overenthusiasm for sports, dance, and other sports, which can lead to various physical discomforts during sports. Especially in the current sports habits of students, there is a great hidden danger of sports injuries. It is mainly due to excessive exercise, irregular exercise methods, and incomplete sports protective equipment. On this basis, this study proposes a model to further assess the health status of individuals and groups from the rate of energy consumption during exercise by building a real-time motion detection system. The development of sports health assessment systems, including the application of imaging techniques, is also analyzed. The experimental results in this article show that when the error threshold is set to 10%, the accuracy of the model is 85%, and the obtained results are ideal.
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spelling pubmed-96997842022-11-26 Health Detection System for Sports Dancers during Training Based on an Image Processing Technology Zhang, Lu Appl Bionics Biomech Research Article Dance sport is a competition of athletes for qualities such as speed, strength, endurance, flexibility, and coordination, requiring a high level of overall physical fitness. As China's sports fever continues to heat up, especially among students, the active nature of young people can lead to overenthusiasm for sports, dance, and other sports, which can lead to various physical discomforts during sports. Especially in the current sports habits of students, there is a great hidden danger of sports injuries. It is mainly due to excessive exercise, irregular exercise methods, and incomplete sports protective equipment. On this basis, this study proposes a model to further assess the health status of individuals and groups from the rate of energy consumption during exercise by building a real-time motion detection system. The development of sports health assessment systems, including the application of imaging techniques, is also analyzed. The experimental results in this article show that when the error threshold is set to 10%, the accuracy of the model is 85%, and the obtained results are ideal. Hindawi 2022-11-18 /pmc/articles/PMC9699784/ /pubmed/36439557 http://dx.doi.org/10.1155/2022/5824346 Text en Copyright © 2022 Lu Zhang. 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
Zhang, Lu
Health Detection System for Sports Dancers during Training Based on an Image Processing Technology
title Health Detection System for Sports Dancers during Training Based on an Image Processing Technology
title_full Health Detection System for Sports Dancers during Training Based on an Image Processing Technology
title_fullStr Health Detection System for Sports Dancers during Training Based on an Image Processing Technology
title_full_unstemmed Health Detection System for Sports Dancers during Training Based on an Image Processing Technology
title_short Health Detection System for Sports Dancers during Training Based on an Image Processing Technology
title_sort health detection system for sports dancers during training based on an image processing technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699784/
https://www.ncbi.nlm.nih.gov/pubmed/36439557
http://dx.doi.org/10.1155/2022/5824346
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