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Driver fatigue detection systems: A review
Driver fatigue has been attributed to traffic accidents; therefore, fatigue-related traffic
accidents have a higher fatality rate and cause more damage to the surroundings compared …
accidents have a higher fatality rate and cause more damage to the surroundings compared …
A hybrid approach to detect driver drowsiness utilizing physiological signals to improve system performance and wearability
Driver drowsiness is a major cause of fatal accidents, injury, and property damage, and has
become an area of substantial research attention in recent years. The present study …
become an area of substantial research attention in recent years. The present study …
YawDD: A yawning detection dataset
In this paper, we present two video datasets of drivers with various facial characteristics, to
be used for designing and testing algorithms and models for yawning detection. For …
be used for designing and testing algorithms and models for yawning detection. For …
Advancing maritime safety: Early detection of ship fires through computer vision, deep learning approaches, and histogram equalization techniques
The maritime sector confronts an escalating challenge with the emergence of onboard fires
aboard in ships, evidenced by a pronounced uptick in incidents in recent years. The …
aboard in ships, evidenced by a pronounced uptick in incidents in recent years. The …
Artificial intelligence modelling human mental fatigue: A comprehensive survey
Mental fatigue refers to the decline in cognitive abilities that can occur as a result of
prolonged mental exertion. Neuroscientists have been studying mental fatigue for a while …
prolonged mental exertion. Neuroscientists have been studying mental fatigue for a while …
Driver drowsiness monitoring based on yawning detection
S Abtahi, B Hariri… - 2011 IEEE international …, 2011 - ieeexplore.ieee.org
Fatigue and drowsiness of drivers are amongst the significant causes of road accidents. In
this paper, we discuss a method for detecting drivers' drowsiness and subsequently alerting …
this paper, we discuss a method for detecting drivers' drowsiness and subsequently alerting …
Yawning detection using embedded smart cameras
Yawning detection has a variety of important applications in a driver fatigue detection, well-
being assessment of humans, driving behavior monitoring, operator attentiveness detection …
being assessment of humans, driving behavior monitoring, operator attentiveness detection …
Fully automated real time fatigue detection of drivers through fuzzy expert systems
This paper presents a non-intrusive fatigue detection system based on the video analysis of
drivers. The system relies on multiple visual cues to characterize the level of alertness of the …
drivers. The system relies on multiple visual cues to characterize the level of alertness of the …
Real-time detection method of driver fatigue state based on deep learning of face video
Z Cui, HM Sun, RN Yin, L Gao, HB Sun… - Multimedia Tools and …, 2021 - Springer
The use of face video information for driver fatigue detection has received extensive
attention because of its low cost and non-invasiveness. However, the current vehicle …
attention because of its low cost and non-invasiveness. However, the current vehicle …
Analysis of yawning behaviour in spontaneous expressions of drowsy drivers
Driver fatigue is one of the main causes of road accidents. It is essential to develop a reliable
driver drowsiness detection system which can alert drivers without disturbing them and is …
driver drowsiness detection system which can alert drivers without disturbing them and is …