Research and Application of Artificial Intelligence-Based Technique and Tactics Analysis Method for Table Tennis Match
The technique and tactics analysis of table tennis match videos has been primarily conducted by researchers'manual work,which is costly and inefficient.In order to improve the efficiency and effectiveness of the table tennis techniques and tactics analysis,this study introduced artificial intelligence to interpret the competition video to retrieve techniques and tactics factors automatically,extract richer technique and tactics analysis elements,and propose a process-oriented table tennis technique and tactics analysis method for the first time.Taking Sun Yingsha's three matches as examples,this study analyzed Sun Yingsha's technique and tactics changes over three years from four aspects:the quality of forehand and backhand shots,conversion speed,scoring rate,and scoring efficiency.The analysis verified the effectiveness and comprehensiveness of the artificial intelligence interpretation method and the process-oriented technique and tactics statistical method proposed in this study.
table tennisartificial intelligencetechnique and tactics analysisvideo interpretation
万方数据
维普
