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人工智能辅助姿态识别和运动处方的研究

Research on artificial intelligence assisted motion recognition and exercise prescription
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摘要 推进体育核心素养有效转化和成功落实,提高体育在中考的分数占比,是当前我国学校体育现代化建设和革新的重点和抓手。为应对目标任务繁重而体育资源有限的问题,针对立定跳远、引体向上等中学生普遍开展的体测内容,采用人工智能技术研究能够有效评估和辅助提高学生基础动作训练水平的姿态评鉴和处方系统。研究内容包括标准动作模型的建立、现场动作采集及与标准动作的对比判定、生成学生动作改进建议三部分,最终形成一套智能的基础体育动作识别、标准程度评估和体质提升建议系统。 At present,the key point and urgent task of modernization and innovation of school physical education in China is to promote the effective transformation and successful implementation of sports core literacy,and improve the proportion of sports scores in the middle school entrance examination.In order to deal with the problem of heavy tasks and limited sports resources,aiming at the physical test content commonly exercised by middle school students such as standing long jump and pull-up,the artificial intelligence technology is used to study the posture evaluation and prescription system that can effectively evaluate and assist in improving the students'basic movement training level.The research content includes three parts:the establishment of standard action model,the on-site action collection and comparison with the standard action,and generation of students'action improvement suggestions.Finally,a set of intelligent sports action recognition,standard degree evaluation and physique improvement suggestion system will be formed.
作者 孔令凯 王森 KONG Lingkai;WANG Sen(China Mobile(Chengdu)Information&Telecommunication Technology Co.,Ltd.,Chengdu 610000,China)
出处 《现代电子技术》 北大核心 2024年第4期139-142,共4页 Modern Electronics Technique
关键词 体育教育 运动动作 人工智能 动作采集 运动处方 动作识别 姿态估计算法 标准程度评估 school physical education motor action artificial intelligence action acquisition exercise prescription action recognition attitude estimation algorithm evaluation of standard degree
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