考虑特征和速率的太极拳视频错误动作实时识别方法

Zeyu Yin
{"title":"考虑特征和速率的太极拳视频错误动作实时识别方法","authors":"Zeyu Yin","doi":"10.1109/TCS56119.2022.9918692","DOIUrl":null,"url":null,"abstract":"Tai Chi has become a daily exercise for people. Taijiquan is a summary of the practitioners' long-term practice and experience of body changes. After historical inheritance, many theories have been neglected, and more and more people pay attention to the scientific study of Taijiquan. In this paper, the characteristic values of motion signal are extracted from time domain and rate. The representative characteristics of motion are studied. The dimension reduction of the extracted eigenvalues is used to improve the subsequent efficiency. Draw the characteristic curve, and extract the characteristic law of the movement electrical signal of Tai chi long-term practitioners through the comparative analysis of the practitioners. In the experiment, the differences between long-term and short-term exercisers' motor signal characteristic values are used to achieve the graphical display of characteristic signals through the design of a small training system to make the internal movement training explicit and intuitive, and provide guidance for the further training of Tai Chi boxing.","PeriodicalId":426739,"journal":{"name":"2022 2nd International Conference on Information Technology and Contemporary Sports (TCS)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Real time recognition method ofTai Chi boxing video error action considering feature and rate\",\"authors\":\"Zeyu Yin\",\"doi\":\"10.1109/TCS56119.2022.9918692\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Tai Chi has become a daily exercise for people. Taijiquan is a summary of the practitioners' long-term practice and experience of body changes. After historical inheritance, many theories have been neglected, and more and more people pay attention to the scientific study of Taijiquan. In this paper, the characteristic values of motion signal are extracted from time domain and rate. The representative characteristics of motion are studied. The dimension reduction of the extracted eigenvalues is used to improve the subsequent efficiency. Draw the characteristic curve, and extract the characteristic law of the movement electrical signal of Tai chi long-term practitioners through the comparative analysis of the practitioners. In the experiment, the differences between long-term and short-term exercisers' motor signal characteristic values are used to achieve the graphical display of characteristic signals through the design of a small training system to make the internal movement training explicit and intuitive, and provide guidance for the further training of Tai Chi boxing.\",\"PeriodicalId\":426739,\"journal\":{\"name\":\"2022 2nd International Conference on Information Technology and Contemporary Sports (TCS)\",\"volume\":\"55 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 2nd International Conference on Information Technology and Contemporary Sports (TCS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TCS56119.2022.9918692\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 2nd International Conference on Information Technology and Contemporary Sports (TCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TCS56119.2022.9918692","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

太极拳已经成为人们的日常锻炼。太极拳是练习者长期练习和体变经验的总结。经过历史的传承,许多理论被忽视,越来越多的人重视对太极拳的科学研究。本文从时域和速率两个方面提取运动信号的特征值。研究了运动的代表性特征。对提取的特征值进行降维处理,提高后续效率。绘制特征曲线,通过对练习者的对比分析,提取出长期练习太极拳者运动电信号的特征规律。在实验中,通过设计小型训练系统,利用长期锻炼者和短期锻炼者运动信号特征值的差异,实现特征信号的图形化显示,使内部动作训练清晰直观,为太极拳的进一步训练提供指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real time recognition method ofTai Chi boxing video error action considering feature and rate
Tai Chi has become a daily exercise for people. Taijiquan is a summary of the practitioners' long-term practice and experience of body changes. After historical inheritance, many theories have been neglected, and more and more people pay attention to the scientific study of Taijiquan. In this paper, the characteristic values of motion signal are extracted from time domain and rate. The representative characteristics of motion are studied. The dimension reduction of the extracted eigenvalues is used to improve the subsequent efficiency. Draw the characteristic curve, and extract the characteristic law of the movement electrical signal of Tai chi long-term practitioners through the comparative analysis of the practitioners. In the experiment, the differences between long-term and short-term exercisers' motor signal characteristic values are used to achieve the graphical display of characteristic signals through the design of a small training system to make the internal movement training explicit and intuitive, and provide guidance for the further training of Tai Chi boxing.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信