EEG-based System Using Deep Learning and Attention Mechanism for Driver Drowsiness Detection
2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops)(2021)
Abstract
The lack of sleep (typically <6 hours a night) or driving for a long time are the reasons of drowsiness driving and caused serious traffic accidents. With pandemic of the COVID-19, drivers are wearing masks to prevent infection from it, which makes visual-based drowsiness detection methods difficult. This paper presents an EEG-based driver drowsiness estimation method using deep learning and at...
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Key words
Deep learning,COVID-19,Sleep,Conferences,Estimation,Brain modeling,Electroencephalography
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