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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Vydané v:	Information technology and control Ročník 53; číslo 2; s. 601 - 618
Hlavní autori:	Luo, Zhongze, Jia, Siying, Niu, Hongjun, Zhao, Yifu, Zeng, Xiaoyu, Dong, Guanghui
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Kaunas University of Technology 26.06.2024
Predmet:	Improved YOLOv5s CARAFE Fall detection GhostNetV2 CBAM attention mechanism
ISSN:	1392-124X, 2335-884X
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