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 overent...
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Applied Bionics and Biomechanics |
| Online Access: | http://dx.doi.org/10.1155/2022/5824346 |
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| _version_ | 1849406282444832768 |
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| author | Lu Zhang |
| author_facet | Lu Zhang |
| author_sort | Lu Zhang |
| collection | DOAJ |
| 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. |
| format | Article |
| id | doaj-art-4b7c79facf3c469f888b5ea530946fab |
| institution | Kabale University |
| issn | 1754-2103 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Applied Bionics and Biomechanics |
| spelling | doaj-art-4b7c79facf3c469f888b5ea530946fab2025-08-20T03:36:26ZengWileyApplied Bionics and Biomechanics1754-21032022-01-01202210.1155/2022/5824346Health Detection System for Sports Dancers during Training Based on an Image Processing TechnologyLu Zhang0Academy of ArtsDance 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.http://dx.doi.org/10.1155/2022/5824346 |
| spellingShingle | Lu Zhang Health Detection System for Sports Dancers during Training Based on an Image Processing Technology Applied Bionics and Biomechanics |
| 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 |
| url | http://dx.doi.org/10.1155/2022/5824346 |
| work_keys_str_mv | AT luzhang healthdetectionsystemforsportsdancersduringtrainingbasedonanimageprocessingtechnology |