Role of Deep Learning in Improving the Performance of Driver Fatigue Alert System

Driver fatigue detection system aims to monitor the driver state. When detecting a fatigue caused by different attitudes other than normal driving habit, the system warns the driver that traveling should be interrupted. In this way, it helps the driver to make the right decision. The aim of this stu...

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Veröffentlicht in:	Traitement du signal 2022-04, Vol.39 (2), p.577-588
Hauptverfasser:	Fouad, Islam A., Labib, Fatma El-Zahraa M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Classifiers Datasets Decision trees Deep learning Discriminant analysis Driver fatigue Fatalities Fatigue Feature extraction Image processing Machine learning Methods Real time Support vector machines Traffic accidents Traffic accidents & safety
Online-Zugang:	Volltext
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