Optimized driver fatigue detection method using multimodal neural networks

Optimized driver fatigue detection method using multimodal neural networks

Abstract Driver fatigue is a significant factor contributing to road accidents, highlighting the need for precise and reliable detection systems. This study introduces a comprehensive approach using multimodal neural networks, leveraging the DROZY dataset, which includes physiological and facial dat...

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Bibliographic Details
Main Authors: Shengli Cao, Peihua Feng, Wei Kang, Zeyi Chen, Bo Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Driver fatigue
Feature combination
Multimodal feature coupled mode
Road safety
Online Access:https://doi.org/10.1038/s41598-025-86709-1
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https://doi.org/10.1038/s41598-025-86709-1

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