Driver behavior detection and classification using deep convolutional neural networks

• Published in: Expert systems with applications Vol. 149; p. 113240
• Main Authors: Shahverdy, Mohammad, Fathy, Mahmood, Berangi, Reza, Sabokrou, Mohammad
• Format: Journal Article
• Language: English
• Published: New York Elsevier Ltd 01.07.2020; Elsevier BV
• Subjects: Acceleration; Artificial neural networks; Computer vision; Convolutional neural networks; Deep learning; Driver behavior; Driving; Drunkenness; Intelligent transportation systems; Machine learning; Monitoring; Neural networks; Recurrence plot; Spoofing; Throttles; Traffic accidents; Transportation networks; Deep learning; Recurrence plot; Convolutional neural networks; Driver behavior

•Monitoring the driver behavior is used for decreasing the risk of traffic accidents.•The driver behavior can be deduced from vehicle characteristics during driving.•Deep learning methods can use for analyzing driver behavior. Driver behavior monitoring system as Intelligent Transportation Systems (...