2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)最新文献

筛选
英文 中文
Fall detection based on posture analysis and support vector machine 基于姿态分析和支持向量机的跌倒检测
Abderrazak Iazzi, M. Rziza, R. Thami
{"title":"Fall detection based on posture analysis and support vector machine","authors":"Abderrazak Iazzi, M. Rziza, R. Thami","doi":"10.1109/ATSIP.2018.8364462","DOIUrl":"https://doi.org/10.1109/ATSIP.2018.8364462","url":null,"abstract":"In this paper, we present a fall detection method for elderly people. The psychological burden, after the fall, and other environmental factors can result in serious harm when the elderly cannot get timely help. The main purpose of the fall detection system is to detect the fall of the elderly in a short time. The fall is characterized by high deformation of shape. Based on this later, we propose an approach based on the horizontal and vertical variations of human silhouette area. After human silhouette extraction, we extract the bounding box, then, we construct a histogram based on an intersection of vertical and horizontal partitioning for posture representation. Then, the fall detection is based on the combination of posture recognition and some specific rules. Experiments were conducted on different databases. Results demonstrate that the proposed method can detect fall effectively.","PeriodicalId":332253,"journal":{"name":"2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121768156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
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×
相关产品
×
本文献相关产品
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