Application of infrared thermal sensing based on object detection in oxygen exercise training: analysis of thermal energy consumption

IF 2.5 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
Qi Jianguo , Fan Jun , Li Zhenshi
{"title":"Application of infrared thermal sensing based on object detection in oxygen exercise training: analysis of thermal energy consumption","authors":"Qi Jianguo ,&nbsp;Fan Jun ,&nbsp;Li Zhenshi","doi":"10.1016/j.jrras.2025.101889","DOIUrl":null,"url":null,"abstract":"<div><div>With the increasing attention to fitness and sports science, the analysis of energy consumption in sports training has become an important research field. This paper aims to discuss the application of infrared thermal sensing technology based on target detection in aerobic exercise training, especially its effect in the analysis of heat consumption. Firstly, the basic principle of infrared thermal imaging and its application in temperature measurement are introduced, and the advantages of infrared sensor in capturing dynamic target temperature information are emphasized. This paper discusses the target image detection technology based on infrared sensor, including infrared target detection method, image feature extraction, moving target location, etc. The relationship between exercise intensity and heat consumption can be effectively extracted by analyzing the change of heat in different areas during exercise. In the aspect of applying related technology to aerobic exercise intensity simulation, the influence of different exercise intensity on aerobic exercise effect was studied and analyzed, which provided quantitative basis for exercise training. The results show that the use of infrared thermal imaging technology can achieve accurate monitoring of heat consumption during exercise, so as to provide personalized training programs for athletes. Therefore, the application of infrared thermal sensing technology based on target detection in aerobic training not only improves the accuracy of thermal energy consumption analysis, but also provides a new perspective for optimizing training efficiency.</div></div>","PeriodicalId":16920,"journal":{"name":"Journal of Radiation Research and Applied Sciences","volume":"18 4","pages":"Article 101889"},"PeriodicalIF":2.5000,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Radiation Research and Applied Sciences","FirstCategoryId":"103","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1687850725006016","RegionNum":4,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

With the increasing attention to fitness and sports science, the analysis of energy consumption in sports training has become an important research field. This paper aims to discuss the application of infrared thermal sensing technology based on target detection in aerobic exercise training, especially its effect in the analysis of heat consumption. Firstly, the basic principle of infrared thermal imaging and its application in temperature measurement are introduced, and the advantages of infrared sensor in capturing dynamic target temperature information are emphasized. This paper discusses the target image detection technology based on infrared sensor, including infrared target detection method, image feature extraction, moving target location, etc. The relationship between exercise intensity and heat consumption can be effectively extracted by analyzing the change of heat in different areas during exercise. In the aspect of applying related technology to aerobic exercise intensity simulation, the influence of different exercise intensity on aerobic exercise effect was studied and analyzed, which provided quantitative basis for exercise training. The results show that the use of infrared thermal imaging technology can achieve accurate monitoring of heat consumption during exercise, so as to provide personalized training programs for athletes. Therefore, the application of infrared thermal sensing technology based on target detection in aerobic training not only improves the accuracy of thermal energy consumption analysis, but also provides a new perspective for optimizing training efficiency.
基于目标检测的红外热传感在有氧运动训练中的应用:热能消耗分析
随着人们对健身和运动科学的日益重视,运动训练中的能量消耗分析已成为一个重要的研究领域。本文旨在探讨基于目标检测的红外热传感技术在有氧运动训练中的应用,特别是其在热消耗分析中的作用。首先,介绍了红外热成像的基本原理及其在温度测量中的应用,强调了红外传感器在捕获动态目标温度信息方面的优势。本文讨论了基于红外传感器的目标图像检测技术,包括红外目标检测方法、图像特征提取、运动目标定位等。通过分析运动过程中不同区域的热量变化,可以有效提取运动强度与热消耗之间的关系。在有氧运动强度模拟相关技术应用方面,研究分析了不同运动强度对有氧运动效果的影响,为运动训练提供定量依据。结果表明,利用红外热成像技术可以实现对运动过程中热量消耗的精确监测,从而为运动员提供个性化的训练方案。因此,基于目标检测的红外热传感技术在有氧训练中的应用,不仅提高了热能消耗分析的准确性,而且为优化训练效率提供了新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
5.90%
发文量
130
审稿时长
16 weeks
期刊介绍: Journal of Radiation Research and Applied Sciences provides a high quality medium for the publication of substantial, original and scientific and technological papers on the development and applications of nuclear, radiation and isotopes in biology, medicine, drugs, biochemistry, microbiology, agriculture, entomology, food technology, chemistry, physics, solid states, engineering, environmental and applied sciences.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信