Department of Physical Education, Yuncheng University, Yuncheng 044000, China.
Comput Intell Neurosci. 2022 Jul 15;2022:8936973. doi: 10.1155/2022/8936973. eCollection 2022.
With the development of economy and culture and the improvement of infrastructure, basketball is becoming more and more popular. At the same time, whether in school or society, basketball events are increasing, and the demand for basketball referees is also rising. As the base and cradle of training basketball referees, colleges and universities are important places for incubating basketball referees. However, the basketball referee ability cultivated in colleges and universities is still lacking, which cannot meet the increasingly standardized basketball events and basketball training. Infrared thermal imaging has the characteristics of passive imaging, high recognition accuracy, and strong anti-interference. It is especially suitable for tracking and testing basketball players, and this is expected to further improve the comprehensive ability of basketball referees. Based on this, a target recognition and tracking system based on infrared thermal imaging is proposed in this study. Its purpose is to use it to carry out comprehensive ability training for college basketball referees. Experiments show that target recognition and tracking based on infrared thermal imaging can improve the comprehensive ability of basketball referees by 40.32%, and the awareness of basketball referees to fouls has also reached 88.6%. This fully shows that the target recognition and tracking system based on infrared thermal imaging can effectively improve the comprehensive ability of basketball referees and make basketball more regular and standardized.
随着经济文化的发展和基础设施的完善，篮球运动越来越普及。同时，无论是在学校还是社会，篮球赛事都在增加，对篮球裁判的需求也在上升。作为培养篮球裁判的基础和摇篮，高校是孕育篮球裁判的重要场所。然而，高校培养的篮球裁判能力仍显不足，无法满足日益规范化的篮球赛事和篮球训练。红外热成像具有被动成像、识别精度高、抗干扰能力强等特点，特别适合跟踪和测试篮球运动员，有望进一步提高篮球裁判的综合能力。基于此，本研究提出了一种基于红外热成像的目标识别与跟踪系统。其目的是利用它对高校篮球裁判进行综合能力训练。实验表明，基于红外热成像的目标识别与跟踪可以将篮球裁判的综合能力提高 40.32%，同时篮球裁判对犯规的意识也达到了 88.6%。这充分表明，基于红外热成像的目标识别与跟踪系统可以有效提高篮球裁判的综合能力，使篮球运动更加规范。
