步态和姿态摇摆分析,一个多模态系统

Hafsa Ismail
{"title":"步态和姿态摇摆分析,一个多模态系统","authors":"Hafsa Ismail","doi":"10.1145/2818346.2823310","DOIUrl":null,"url":null,"abstract":"Detecting a fall before it actually happens will positively affect lives of the elderly. While the main causes of falling are related to postural sway and walking, determining abnormalities in one of these activities or both of them would be informative to predicting the fall probability. A need exists for a portable gait and postural sway analysis system that can provide individuals with real-time information about changes and quality of gait in the real world, not just in a laboratory. In this research project I aim to build a multi-modal system that finds the correlation between vision extracted features and accelerometer and force plate data to determine a general gait and body sway pattern. Then this information is used to assess a difference to normative age and gender relevant patterns as well as any changes over time. This could provide a core indicator of broader health and function in ageing and disease.","PeriodicalId":20486,"journal":{"name":"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2015-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Gait and Postural Sway Analysis, A Multi-Modal System\",\"authors\":\"Hafsa Ismail\",\"doi\":\"10.1145/2818346.2823310\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Detecting a fall before it actually happens will positively affect lives of the elderly. While the main causes of falling are related to postural sway and walking, determining abnormalities in one of these activities or both of them would be informative to predicting the fall probability. A need exists for a portable gait and postural sway analysis system that can provide individuals with real-time information about changes and quality of gait in the real world, not just in a laboratory. In this research project I aim to build a multi-modal system that finds the correlation between vision extracted features and accelerometer and force plate data to determine a general gait and body sway pattern. Then this information is used to assess a difference to normative age and gender relevant patterns as well as any changes over time. This could provide a core indicator of broader health and function in ageing and disease.\",\"PeriodicalId\":20486,\"journal\":{\"name\":\"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-11-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2818346.2823310\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2818346.2823310","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

在跌倒发生之前发现它将对老年人的生活产生积极影响。虽然跌倒的主要原因与姿势摇摆和行走有关,但确定其中一项或两项活动的异常情况将有助于预测跌倒的可能性。需要一种便携式步态和姿势摆动分析系统,它可以为个人提供真实世界中步态变化和质量的实时信息,而不仅仅是在实验室中。在这个研究项目中,我的目标是建立一个多模态系统,找到视觉提取的特征与加速度计和力板数据之间的相关性,以确定一般的步态和身体摆动模式。然后,这些信息被用来评估与标准年龄和性别相关模式的差异,以及随时间的任何变化。这可以提供一个更广泛的健康和衰老和疾病功能的核心指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Gait and Postural Sway Analysis, A Multi-Modal System
Detecting a fall before it actually happens will positively affect lives of the elderly. While the main causes of falling are related to postural sway and walking, determining abnormalities in one of these activities or both of them would be informative to predicting the fall probability. A need exists for a portable gait and postural sway analysis system that can provide individuals with real-time information about changes and quality of gait in the real world, not just in a laboratory. In this research project I aim to build a multi-modal system that finds the correlation between vision extracted features and accelerometer and force plate data to determine a general gait and body sway pattern. Then this information is used to assess a difference to normative age and gender relevant patterns as well as any changes over time. This could provide a core indicator of broader health and function in ageing and disease.
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