Electroencephalogram-based approaches for driver drowsiness detection and management: A review
Drowsiness is not only a core challenge to safe driving in traditional driving conditions but
also a serious obstacle for the wide acceptance of added services of self-driving cars …
also a serious obstacle for the wide acceptance of added services of self-driving cars …
A context-aware EEG headset system for early detection of driver drowsiness
Driver drowsiness is a major cause of mortality in traffic accidents worldwide.
Electroencephalographic (EEG) signal, which reflects the brain activities, is more directly …
Electroencephalographic (EEG) signal, which reflects the brain activities, is more directly …
Neuroergonomics on the go: an evaluation of the potential of mobile EEG for workplace assessment and design
Objective We demonstrate and discuss the use of mobile electroencephalogram (EEG) for
neuroergonomics. Both technical state of the art as well as measures and cognitive concepts …
neuroergonomics. Both technical state of the art as well as measures and cognitive concepts …
An EEG-based fatigue detection and mitigation system
Research has indicated that fatigue is a critical factor in cognitive lapses because it
negatively affects an individual's internal state, which is then manifested physiologically …
negatively affects an individual's internal state, which is then manifested physiologically …
Combined EEG-gyroscope-tDCS brain machine interface system for early management of driver drowsiness
In this paper, we present the design and implementation of a wireless, wearable brain
machine interface (BMI) system dedicated to signal sensing and processing for driver …
machine interface (BMI) system dedicated to signal sensing and processing for driver …
Evaluating mental load during realistic driving simulations by means of round the ear electrodes
Film based round the ear electrodes (cEEGrids) provide both, the accessibility of
unobtrusive mobile EEG as well as a rapid EEG application in stationary settings when …
unobtrusive mobile EEG as well as a rapid EEG application in stationary settings when …
Driver state examination—Treading new paths
E Wascher, S Getzmann, M Karthaus - Accident Analysis & Prevention, 2016 - Elsevier
A large proportion of crashes in road driving can be attributed to driver fatigue. Several types
of fatigue are discussed, comprising sleep-related fatigue, active task-related fatigue (as a …
of fatigue are discussed, comprising sleep-related fatigue, active task-related fatigue (as a …
Driver drowsiness estimation from facial expression features computer vision feature investigation using a CG model
T Nakamura, A Maejima… - … Conference on Computer …, 2014 - ieeexplore.ieee.org
We propose a method for estimating the degree of a driver's drowsiness on the basis of
changes in facial expressions captured by an IR camera. Typically, drowsiness is …
changes in facial expressions captured by an IR camera. Typically, drowsiness is …
The effects of different fatigue levels on brain–behavior relationships in driving
Background In the past decade, fatigue has been regarded as one of the main factors
impairing task performance and increasing behavioral lapses during driving, even leading to …
impairing task performance and increasing behavioral lapses during driving, even leading to …
Temporal EEG imaging for drowsy driving prediction
As a major cause of vehicle accidents, the prevention of drowsy driving has received
increasing public attention. Precisely identifying the drowsy state of drivers is difficult since it …
increasing public attention. Precisely identifying the drowsy state of drivers is difficult since it …