Fast and Accurate Fall Detection and Warning System Using Image Processing Technology

被引:2
|
作者
Thang Nguyen Dang [1 ]
Tan Kim Le [1 ]
Thai Phan Hong [1 ]
Van Binh Nguyen [2 ,3 ]
机构
[1] Dept Elect & Elect, Campus Ho Chi Minh City Univ Transport & Commun, Ho Chi Minh City, Vietnam
[2] Int Univ, Sch Elect Engn, Ho Chi Minh City 700000, Vietnam
[3] Vietnam Natl Univ, Ho Chi Minh City 700000, Vietnam
关键词
Fall detection; image processing; convolutional neural network;
D O I
10.1109/ATC52653.2021.9598204
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Accidental falls can cause serious injuries, which can lead to serious medical problems, especially for construction and factory workers. This paper proposes a study on a fall detection system based on computer vision. This system is applied to help detect people falling in harsh working environment such as dust, loud noise, few people working. From the recorded video streams, the data is processed to recognize a person falling, lying motionless. Algorithms for tracking people are implemented on a compact, easy-to-install embedded system. Experimental results show that the system ensures safety and can provide emergency assistance to people who have fallen within the view of the camera.
引用
收藏
页码:207 / 210
页数:4
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