基于人工智能的乒乓球前三板控制與反控制技戰(zhàn)術(shù)分析研究

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【中圖分類號】G846 【文獻(xiàn)標(biāo)識碼】A 【文章編號】2095-2813（2025）23-0192-07

[Abstract] Table tennis，asa widely popular competitivesport worldwide，hasa 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 applicationofartificial intelligence technologyinthe tacticalanalysisof table tennis's firstthreeboardcontroland counter control techniques， in order to improve athletes' training eficiency and competition performance. By collecting andanalyzing video data from multiple high-level table tennis matches involving members of the Hubei team，combined with advancedartificial inteligence technologies such as the YOLOv8s model，MediaPipe algorithm，and tree pruning algorithm，in-depth research has beenconductedon serve control，receiving and counter serving control，and third board atack control. The research results show that the application of artificial intellgence technology can significantly improve the accuracyand eficiency of technical and tactical analysis. Combined with targeted training of specialized techniques，itcan efectively enhance the specialized technical ability of table tennis players.

[Keywords]Table tennis;Firstthreeboard; Controlandcountercontrol; Artificial intelligence technology;Techical and tactical analysis

1研究背景與意義

1.1研究背景

人工智能在乒乓球技戰(zhàn)術(shù)分析中的應(yīng)用日益受到關(guān)注，尤其是在被稱為“前三板”的關(guān)鍵開局階段。（剩余7403字）