Elderly Fall Detection Algorithm Based on Improved YOLOv5s

The indoor fall detection for the elderly can effectively help the treatment after falling, but many existing detection methods have the problems of inconvenient use, high misjudgement rate and slow speed. Using deep learning methods can effectively solve these problems, and YOLOv5s is a kind of dee...

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Bibliographic Details

Published in:	Information technology and control Vol. 53; no. 2; pp. 601 - 618
Main Authors:	Luo, Zhongze, Jia, Siying, Niu, Hongjun, Zhao, Yifu, Zeng, Xiaoyu, Dong, Guanghui
Format:	Journal Article
Language:	English
Published:	Kaunas University of Technology 26.06.2024
Subjects:	Improved YOLOv5s CARAFE Fall detection GhostNetV2 CBAM attention mechanism
ISSN:	1392-124X, 2335-884X
Online Access:	Get full text
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