High-Performance Lightweight Fall Detection with an Improved YOLOv5s Algorithm
Author:
Affiliation:
1. School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China
2. School of Mechanical Engineering, Guangxi University, Nanning 530004, China
3. School of Engineering, RMIT University, Melbourne 3000, Australia
Abstract
Publisher
MDPI AG
Subject
Electrical and Electronic Engineering,Industrial and Manufacturing Engineering,Control and Optimization,Mechanical Engineering,Computer Science (miscellaneous),Control and Systems Engineering
Link
https://www.mdpi.com/2075-1702/11/8/818/pdf
Reference29 articles.
1. Raza, A., Yousaf, M.H., and Velastin, S.A. (2022, January 7–10). Human Fall Detection using YOLO: A Real-Time and AI-on-the-Edge Perspective. Proceedings of the 2022 12th International Conference on Pattern Recognition Systems (ICPRS), Saint-Etienne, France.
2. Learning Spatiotemporal Representations for Human Fall Detection in Surveillance Video;Kong;J. Vis. Commun. Image Represent.,2019
3. Impact of a personal emergency response system on hospital utilization by community-residing elders;Roush;South. Med. J.,1995
4. Do rates of hospital admission for falls and hip fracture in elderly people vary;West;Public Health,2004
5. Hu, Z., Zhang, Y., and Lv, C. (2022). Affine Layer-Enabled Transfer Learning for Eye Tracking with Facial Feature Detection in Human–Machine Interactions. Machines, 10.
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3