Fall detection algorithm based on global and local feature extraction

Falls have become one of the main causes of injury and death among the elderly. A high-accuracy fall detection method can effectively detect falls in the elderly, thereby reducing the probability of injury and mortality. This paper proposes a fall detection algorithm based on global and local featur...

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Veröffentlicht in:	Pattern recognition letters Jg. 185; S. 31 - 37
Hauptverfasser:	Li, Bin, Li, Jiangjiao, Wang, Peng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.09.2024
Schlagworte:	Convolutional neural network Dual-stream network Regional attention module Transformer Regional attention module Transformer Dual-stream network Convolutional neural network
ISSN:	0167-8655
Online-Zugang:	Volltext
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