Simulation of thermal radiation image processing based on optical technology in volleyball sports evaluation system: An image thermal model analysis

IF 5.4 3区 工程技术 Q2 ENERGY & FUELS Thermal Science and Engineering Progress Pub Date : 2025-04-01 Epub Date: 2025-02-15 DOI:10.1016/j.tsep.2025.103402
YuLiang Zhang, TingTing Wang, Jing Yu
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Abstract

As a high-intensity team sport, volleyball requires very high physical strength and skills of the athletes. Traditional evaluation methods often rely on the subjective judgment of coaches and simple physiological indicators measurement. The research plan is to develop a thermal radiation image processing method based on optical technology and apply it to the simulation of volleyball evaluation system. In this study, optical imaging technology is used to capture thermal radiation images of athletes in a non-contact way. These images are then analyzed through a series of image processing algorithms, including image enhancement, noise removal, edge detection, and feature extraction. In order to analyze the thermal radiation image more accurately, we construct an image thermal model, which is based on the principles of thermodynamics and optics, and can simulate and predict the thermal energy distribution of athletes in different motion states. The simulation system is used to simulate volleyball match and training scene, and the thermal radiation image processing method and image thermal model are applied to the system. The experimental results show that the thermal radiation image processing method in this paper can effectively separate the thermal radiation image of athletes from the complex background, and accurately extract the key features. The simulation results of the image thermal model are in good agreement with the actual measurement data, which can accurately reflect the heat energy distribution and consumption of athletes under different exercise intensities. The simulation system successfully simulates volleyball games and training scenarios, providing intuitive evaluation tools for coaches and sports science experts.
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基于光学技术的排球运动评价系统热辐射图像处理仿真:图像热模型分析
排球是一项高强度的团体运动,对运动员的体能和技术要求很高。传统的评价方法往往依赖于教练员的主观判断和简单的生理指标测量。研究计划是开发一种基于光学技术的热辐射图像处理方法,并将其应用于排球评定系统的仿真。本研究采用光学成像技术,以非接触的方式捕捉运动员的热辐射图像。然后通过一系列图像处理算法对这些图像进行分析,包括图像增强、去噪、边缘检测和特征提取。为了更准确地分析热辐射图像,我们基于热力学和光学原理构建了一个图像热模型,可以模拟和预测运动员在不同运动状态下的热能分布。利用该仿真系统模拟排球比赛和训练场景,将热辐射图像处理方法和图像热模型应用于该系统。实验结果表明,本文的热辐射图像处理方法能够有效地将运动员的热辐射图像从复杂的背景中分离出来,并准确提取出关键特征。图像热模型的仿真结果与实际测量数据吻合较好,能准确反映运动员在不同运动强度下的热能分布和消耗情况。该模拟系统成功模拟了排球比赛和训练场景,为教练员和运动科学专家提供了直观的评估工具。
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来源期刊
Thermal Science and Engineering Progress
Thermal Science and Engineering Progress Chemical Engineering-Fluid Flow and Transfer Processes
CiteScore
7.20
自引率
10.40%
发文量
327
审稿时长
41 days
期刊介绍: Thermal Science and Engineering Progress (TSEP) publishes original, high-quality research articles that span activities ranging from fundamental scientific research and discussion of the more controversial thermodynamic theories, to developments in thermal engineering that are in many instances examples of the way scientists and engineers are addressing the challenges facing a growing population – smart cities and global warming – maximising thermodynamic efficiencies and minimising all heat losses. It is intended that these will be of current relevance and interest to industry, academia and other practitioners. It is evident that many specialised journals in thermal and, to some extent, in fluid disciplines tend to focus on topics that can be classified as fundamental in nature, or are ‘applied’ and near-market. Thermal Science and Engineering Progress will bridge the gap between these two areas, allowing authors to make an easy choice, should they or a journal editor feel that their papers are ‘out of scope’ when considering other journals. The range of topics covered by Thermal Science and Engineering Progress addresses the rapid rate of development being made in thermal transfer processes as they affect traditional fields, and important growth in the topical research areas of aerospace, thermal biological and medical systems, electronics and nano-technologies, renewable energy systems, food production (including agriculture), and the need to minimise man-made thermal impacts on climate change. Review articles on appropriate topics for TSEP are encouraged, although until TSEP is fully established, these will be limited in number. Before submitting such articles, please contact one of the Editors, or a member of the Editorial Advisory Board with an outline of your proposal and your expertise in the area of your review.
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