A weighted-fusion assisted monitoring system for disabled people leveraging EfficientNet and VGG16 collaboration

Abstract The intensification of global aging and the continuous expansion of the disabled population have put forward an urgent need for their daily safety supervision. Traditional single-mode monitoring systems suffer from poor real-time performance and high false alarm rates, making it difficult t...

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Bibliografiska uppgifter

Huvudupphov:	Xinyuan Zhang, Wanbing Shi
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	Springer 2025-09-01
Serie:	Discover Applied Sciences
Ämnen:	Convolutional neural networks EfficientNet VGG16 Safety monitoring for disabled people Hazardous behavior recognition Environmental risk monitoring
Länkar:	https://doi.org/10.1007/s42452-025-07697-5
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