Suppr超能文献

基于物联网视频行为分析的体育训练识别系统仿真。

Simulation of sports training recognition system based on internet of things video behavior analysis.

机构信息

College of Ministry of sports, Nanjing Institute of Technology, Nanjing 211167, Jangsu, China.

Zibo city Zichuan Banyang Middle School, Zibo 255110, Shandong, China.

出版信息

Prev Med. 2023 Aug;173:107611. doi: 10.1016/j.ypmed.2023.107611. Epub 2023 Jul 11.

Abstract

The video behavior analysis of the Internet of Things is the apparent characteristics and continuous state of the two-dimensional human body in the time dimension. The patterns representing human behavior can be divided into states based on human body structure, forms based on common features and forms based on temporal features, local spaces, and behaviors based on deep learning. Applying IoT video behavior analysis to sports training will have a huge impact. Physical training is the process of training people to improve their physical fitness, increase courage and endurance, and acquire practical skills. It is the basis of various training courses and an important way to improve human physical fitness. The motion recognition system is a DTW pattern matching method, which uses a finite state to describe the spatial characteristics of the angle between the joint points. This method can accurately meet the low-delay requirements of the motion recognition of each frame and the standard motion. It can match and eliminate the influence of individual differences on motion recognition. At the same time, it can also effectively expand the pattern matching method to recognize newly filled motions, and it is a powerful composite general motion recognition system.

摘要

物联网的视频行为分析是二维人体在时间维度上的明显特征和连续状态。表示人体行为的模式可以根据人体结构进行分类,根据常见特征进行分类,根据时间特征、局部空间和深度学习进行分类。将物联网视频行为分析应用于体育训练将产生巨大影响。体能训练是训练人们提高身体素质、增强勇气和耐力、获得实用技能的过程。它是各种训练课程的基础,也是提高身体素质的重要途径。运动识别系统是一种 DTW 模式匹配方法,它使用有限状态来描述关节点之间的角度的空间特征。该方法可以准确满足每一帧运动识别的低延迟要求和标准运动。它可以匹配并消除个体差异对运动识别的影响。同时,它还可以有效地扩展模式匹配方法,以识别新填充的运动,这是一个强大的复合通用运动识别系统。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验