摘要
乒乓球作为世界范围内广受欢迎的竞技项目,其比赛过程中前三板技战术运用对胜负具有决定性影响。该文旨在探讨人工智能技术在乒乓球前三板控制与反控制技战术分析中的应用,以期提高运动员训练效率和比赛表现。通过收集并分析多场湖北队队员高水平乒乓球比赛的视频资料,结合YOLOv8s模型、MediaPipe算法及树剪枝算法等先进人工智能技术,对发球控制、接发球反控制及第三板进攻控制展开深入研究。研究结果显示,人工智能技术的应用能够显著提升技战术分析的准确性与效率,结合专项技术针对性训练,可有效提升乒乓球运动员专项技术能力。
Table tennis,as a widely popular competitive sport worldwide,has a decisive impact on the outcome of the game through the use of the first three board techniques and tactics.This paper aims to explore the application of artificial intelligence technology in the tactical analysis of table tennis's first three board control and counter control techniques,in order to improve athletes'training efficiency and competition performance.By collecting and analyzing video data from multiple high-level table tennis matches involving members of the Hubei team,combined with advanced artificial intelligence technologies such as the YOLOv8s model,MediaPipe algorithm,and tree pruning algorithm,in-depth research has been conducted on serve control,receiving and counter serving control,and third board attack control.The research results show that the application of artificial intelligence technology can significantly improve the accuracy and efficiency of technical and tactical analysis.Combined with targeted training of specialized techniques,it can effectively enhance the specialized technical ability of table tennis players.
作者
陈畅
余世钦
CHEN Chang;YU Shiqin(Physical Education Department,Wuhan University,Wuhan,Hubei Province,430072 China;Hubei Sports Bureau Table Tennis and Badminton Sports Management Center,Wuhan,Hubei Province,430299 China)
出处
《当代体育科技》
2025年第23期192-198,共7页
Contemporary Sports Technology
关键词
乒乓球
前三板
控制与反控制
人工智能技术
技战术分析
Table tennis
First three board
Control and counter control
Artificial intelligence technology
Technical and tactical analysis
