Because of its high research value, action recognition has become a very popular research direction in recent years. However, the research on the combination of motion recognition technology and dance movements is still in its infancy. At the same time, due to the high complexity of dance movements and the problems of human body self-occlusion when performing dances, research on dance video action recognition has been caused. Progress is relatively slow. This article mainly introduces the research of sports dance action recognition system oriented to human motion monitoring and sensing, fully considers the abovementioned problems, and makes in-depth research and analysis on the current excellent action recognition research content in this field. This paper proposes a research method of sports dance movement recognition for human movement monitoring and sensing, including sports dance movement classification algorithm and sports dance movement preprocessing algorithm, which is used to conduct research experiments on sports dance movement recognition for human movement monitoring and sensing. The experimental results of this article show that the average recognition accuracy of the sports dance action recognition system for human motion monitoring and sensing is 92%, which can be used in daily sports dance training and competition.

中文翻译：

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面向人体运动监测与感知的运动舞蹈动作识别系统

由于其较高的研究价值，动作识别成为近年来非常热门的研究方向。然而，动作识别技术与舞蹈动作相结合的研究还处于起步阶段。同时，由于舞蹈动作的高度复杂性以及表演舞蹈时人体自我遮挡的问题，引起了对舞蹈视频动作识别的研究。进展相对缓慢。本文主要介绍了面向人体运动监测与感知的运动舞蹈动作识别系统的研究，充分考虑了上述问题，并对当前该领域优秀的动作识别研究内容进行了深入的研究和分析。本文提出了一种用于人体运动监测与感知的体育舞蹈动作识别研究方法，包括体育舞蹈动作分类算法和体育舞蹈动作预处理算法，用于开展体育舞蹈动作识别用于人体动作监测与感知的研究实验。本文实验结果表明，该运动舞蹈动作识别系统对人体运动监测感知的平均识别准确率为92%，可用于日常运动舞蹈训练和比赛。