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A survey on state-of-the-art drowsiness detection techniques
Drowsiness or fatigue is a major cause of road accidents and has significant implications for
road safety. Several deadly accidents can be prevented if the drowsy drivers are warned in …
road safety. Several deadly accidents can be prevented if the drowsy drivers are warned in …
Driver state monitoring technology for conditionally automated vehicles: Review and future prospects
Y Qu, H Hu, J Liu, Z Zhang, Y Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Conditionally automated vehicles can be operated on most regular roads without driver's
supervision. They show excellent potential for market adoption and are now being targeted …
supervision. They show excellent potential for market adoption and are now being targeted …
Challenges of driver drowsiness prediction: The remaining steps to implementation
Driver drowsiness has caused a large number of serious injuries and deaths on public roads
and incurred billions of taxpayer dollars in costs. Hence, monitoring of drowsiness is critical …
and incurred billions of taxpayer dollars in costs. Hence, monitoring of drowsiness is critical …
Driver fatigue transition prediction in highly automated driving using physiological features
One of the main causes of traffic accidents is driver fatigue due to monotonous driving, sleep
deprivation, boredom, or a combination of these. Thus, fatigue detection systems have been …
deprivation, boredom, or a combination of these. Thus, fatigue detection systems have been …
[HTML][HTML] IoT-assisted automatic driver drowsiness detection through facial movement analysis using deep learning and a U-Net-based architecture
The main purpose of a detection system is to ascertain the state of an individual's eyes,
whether they are open and alert or closed, and then alert them to their level of fatigue. As a …
whether they are open and alert or closed, and then alert them to their level of fatigue. As a …
Physiological and physical sensors for stress level, drowsiness detection, and behaviour analysis
Driver state detection system is designed with physiological and physical sensors. The
proposed system conveys a way in which sensor data can be integrated to obtain the …
proposed system conveys a way in which sensor data can be integrated to obtain the …
Automatic detection of driver impairment based on pupillary light reflex
The main objective of this paper is to determine the feasibility of designing a driver
drunkenness detection system based on the dynamic analysis of a subject's pupillary light …
drunkenness detection system based on the dynamic analysis of a subject's pupillary light …
Effects of Level 3 Automated Vehicle Drivers' Fatigue on Their Take‐Over Behaviour: A Literature Review
H Guo, Y Zhang, S Cai, X Chen - Journal of advanced …, 2021 - Wiley Online Library
With advancements in automated driving technology, Level 3 vehicle automation has been
proliferating. In Level 3, drivers can turn their attention to things unrelated to driving and only …
proliferating. In Level 3, drivers can turn their attention to things unrelated to driving and only …
Non-intrusive drowsiness detection techniques and their application in detecting early dementia in older drivers
Drowsy drivers cause the most car accidents thus, adopting an efficient drowsiness
detection system can alert the driver promptly and precisely which will reduce the numbers …
detection system can alert the driver promptly and precisely which will reduce the numbers …
Automated detection of driver fatigue from electroencephalography through wavelet-based connectivity
Background Mental fatigue is one of the most causes of road accidents. Identification of
biological tools and methods such as electroencephalogram (EEG) are invaluable to detect …
biological tools and methods such as electroencephalogram (EEG) are invaluable to detect …