In recent years, fatigue driving has been a serious threat to the traffic safety, which makes research of detection hotspot field. Research on recognition great significance improve safety. However, existing methods still have room for improvement in accuracy and efficiency. order detect whether driver driving, this paper proposes state algorithm. The method first uses MTCNN (multitask convolut...

Studies have shown that drowsiness and hypovigilance frequently occur during highway driving and that they may have serious implications in terms of accident causation. This paper focuses on the task induced factors that are involved in the development of these phenomena. A driving simulator study was conducted in order to evaluate the impact of the monotony of roadside visual stimulation using...

Introduction Increasingly, we are becoming aware that fatigue while driving may contribute to a significant proportion of the crashes occurring on NSW roads. Current statistics estimate that fatigue plays a significant role in around 20 percent of fatal crashes on NSW roads, however, many acknowledge that this is likely to be an underestimate of the involvement of fatigue since many crashes tha...

Fatigue induced vehicle accidents have seen an increase in the last few decades. Fatigue monitoring using noninvasive and real time image processing and computer vision techniques have shown great promise and are an active research area. To that extent, in the proposed work a blink detection algorithm is proposed that serves as a visual cue that may be correlated to the state of fatigue of the ...

Driving fatigue has been identified as one of the main factors affecting drivers' safety. The aim of this study was to analyze drivers' different mental states, such as alertness and drowsiness, and find out a neurometric indicator able to detect drivers' fatigue level in terms of brain networks. Twelve young, healthy subjects were recruited to take part in a driver fatigue experiment under dif...

Bus drivers often have irregular working hours like split shifts and their work involve high levels of stress. These factors can lead to severe sleepiness and dangerous driving. The purpose of this study is to highlight how split shifts affect sleepiness and performance during afternoon drive. The study is an experiment on real road with an equipped bus driven by professional bus drivers. The s...

Researches on Driver Fatigue Detection System, which aims to ensure the safety of operations and to reduce traffic accidents caused by artificial factors, has been the major research subject in transportation safety. There is an enormous advantage in the method obtaining the driver's image by camera, We propose efficient tracking and detecting algorithm and with an appearance model based on haa...

Drowsiness and fatigue of automobile drivers reduce the drivers’ abilities of vehicle control, natural reflex, recognition and perception. Such diminished vigilance level of drivers is observed at night driving or overdriving, causing accident and pose severe threat to mankind and society. Therefore it is very much necessary in this recent trend in automobile industry to incorporate driver assi...

Safety researchers increasingly recognize the impacts of task-induced fatigue on vehicle driving behavior. The current study (N = 180) explored use a multidimensional measure, Driver Fatigue Questionnaire (DFQ), to test automation, secondary media use, and driver personality states performance in simulator. Secondary included trivia game cellphone conversation. Simulated induced large-magnitude...