The effects of driver fatigue, gender, and distracted driving on perceived and observed aggressive driving behavior: A correlated grouped random parameters bivariate probit approach
Sign Up to like & getrecommendations! Published in 2019 at "Analytic Methods in Accident Research"
DOI: 10.1016/j.amar.2019.100091
Abstract: Abstract Previous research has shown that the determinants of perceived and observed aggressive driving behavior may differ. However, the consideration of major sources of aggressive patterns may introduce additional variations in the effect of such… read more here.
Keywords: observed aggressive; driver fatigue; aggressive driving; behavior ... See more keywords
Vision-Based Instant Measurement System for Driver Fatigue Monitoring
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DOI: 10.1109/access.2020.2986234
Abstract: In this paper, a vision-based physiological signal measurement system is proposed to instantly measure driver fatigue. A remote photoplethysmography (rPPG) signal is a type of physiological signal measured by a camera without any contact device,… read more here.
Keywords: fatigue; measurement system; system; driver fatigue ... See more keywords
Drivers Fatigue Level Prediction Using Facial, and Head Behavior Information
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3108561
Abstract: With driver fatigue continues to cause serious and deadly car and motorcycles accidents, the need for automatically recognizing driver fatigue and alerting the drivers is apparent. Although various approaches that explore physiological and physical factors… read more here.
Keywords: fatigue; fatigue level; prediction; driver fatigue ... See more keywords
EEG-Based Driver Fatigue Detection Using FAWT and Multiboosting Approaches
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3167470
Abstract: Globally, 14%–20% of road accidents are mainly due to driver fatigue, the causes of which are instance sickness, travelling for long distance, boredom as a result of driving along the same route consistently, lack of… read more here.
Keywords: driver fatigue; inline formula; tex math;
Human-Centered Design for an In-Vehicle Truck Driver Fatigue and Distraction Warning System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3053096
Abstract: Driver fatigue and distraction are major road safety issues globally; developing driver state detection and warning technology to help reduce impairment-related incidents is a promising approach. The aim of this case study was to design… read more here.
Keywords: driver; warning system; design; driver fatigue ... See more keywords
Fusion of EEG and Eye Blink Analysis for Detection of Driver Fatigue
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2023.3267114
Abstract: Objective: The driver fatigue detection using multi-channel electroencephalography (EEG) has been extensively addressed in the literature. However, the employment of a single prefrontal EEG channel should be prioritized as it provides users with more comfort.… read more here.
Keywords: fatigue; driver fatigue; eye blink; detection ... See more keywords
A Complex Network-Based Broad Learning System for Detecting Driver Fatigue From EEG Signals
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2019.2956022
Abstract: Driver fatigue detection is of great significance for guaranteeing traffic safety and further reducing economic as well as societal loss. In this article, a novel complex network (CN) based broad learning system (CNBLS) is proposed… read more here.
Keywords: broad learning; driver fatigue; eeg signals; learning system ... See more keywords
A Novel Learning Model of Driver Fatigue Features Representation for Steering Wheel Angle
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2021.3130152
Abstract: In the field of advanced driver assistance systems (ADAS), effective learning of driver fatigue characteristics representation is a major challenge due to uncertainties of both real roads and drivers. To tackle this problem, this paper… read more here.
Keywords: driver fatigue; fatigue; steering wheel; fatigue features ... See more keywords
Comparison of Different Features and Classifiers for Driver Fatigue Detection Based on a Single EEG Channel
Sign Up to like & getrecommendations! Published in 2017 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2017/5109530
Abstract: Driver fatigue has become an important factor to traffic accidents worldwide, and effective detection of driver fatigue has major significance for public health. The purpose method employs entropy measures for feature extraction from a single… read more here.
Keywords: eeg channel; detection; driver fatigue; channel ... See more keywords
Driver Fatigue Detection Based on Convolutional Neural Networks Using EM-CNN
Sign Up to like & getrecommendations! Published in 2020 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2020/7251280
Abstract: With a focus on fatigue driving detection research, a fully automated driver fatigue status detection algorithm using driving images is proposed. In the proposed algorithm, the multitask cascaded convolutional network (MTCNN) architecture is employed in… read more here.
Keywords: detection; driver fatigue; convolutional neural; fatigue detection ... See more keywords
Types, Risk Factors, Consequences, and Detection Methods of Train Driver Fatigue and Distraction
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8328077
Abstract: Train drivers' inattention, including fatigue and distraction, impairs their ability to drive and is the major risk factor for human-caused train accidents. Many experts have undertaken numerous studies on train driver exhaustion and distraction, but… read more here.
Keywords: fatigue distraction; driver fatigue; distraction; train driver ... See more keywords