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The detection of drowsiness using a driver monitoring system
9 references·4 citing·45 second hop
The detection of drowsiness using a driver monitoring system (2019)The detection of drowsiness using a drive…Steering in a Random Forest (2013)Steering in a Random ForestReal-Time Detection of Drowsiness Related Lane Departures Using Steering Wheel Angle (2012)Real-Time Detection of Drowsi…The challenges and opportunities of technological approaches to fatigue management (2010)The challenges and opportunit…Steering Wheel Behavior Based Estimation of Fatigue (2009)Steering Wheel Behavior Based…Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired? (2008)Blinks and saccades as indica…Psychomotor Vigilance Performance: Neurocognitive Assay Sensitive to Sleep Loss (2004)Psychomotor Vigilance Perform…PERCLOS: A valid psychophysiological measure of alertness as assessed by psychomotor vigilance (1998)PERCLOS: A valid psychophysio…Evaluation of driver drowsiness by trained raters (1994)Evaluation of driver drowsine…Quantification of Sleepiness: A New Approach (1973)Quantification of Sleepiness:…Real-Time Driver Drowsiness Detection using Computer Vision (2021)Real-Time Driver Drowsiness D…CNN Based Driver Drowsiness Detection System Using Emotion Analysis (2021)CNN Based Driver Drowsiness D…WAKE (2020)WAKEDetection of driver manual distraction via image-based hand and ear recognition (2020)Detection of driver manual di…Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue (2004)Driver Inattention Monitoring System for Intelligent Vehicles: A Review (2011)Drowsy behavior detection based on driving information (2016)Eye gaze pattern analysis for fatigue detection based on GP-BCNN with ESM (2019)On-Road Detection of Driver Fatigue and Drowsiness during Medium-Distance Journeys (2021)A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects (1969)Cumulative Sleepiness, Mood Disturbance, and Psychomotor Vigilance Performance Decrements During a Week of Sleep Restricted to 4–5 Hours per Night (1997)Eye movements in reading and information processing: 20 years of research. (1998)A critical review of the psychophysiology of driver fatigue (2001)Patterns of performance degradation and restoration during sleep restriction and subsequent recovery: a sleep dose‐response study (2003)Vigilance Decrement and Passive Fatigue Caused by Monotony in Automated Driving (2015)Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data (2016)Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue (2020)Theory of Psychological Measurement (1965)Impaired alertness and performance driving home from the night shift: a driving simulator study (2005)Fatigue Countermeasures in Aviation (2009)Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)Humans and Automation: Use, Misuse, Disuse, Abuse (1997)Trust in Automation: Designing for Appropriate Reliance (2004)Future directions in fatigue and safety research (2010)Engineering Psychology and Human Performance (2015)A contextual and temporal algorithm for driver drowsiness detection (2018)Pre-service fatigue screening for construction workers through wearable EEG-based signal spectral analysis (2019)The Measurement of Observer Agreement for Categorical Data (1977)Working Memory Capacity as Executive Attention (2002)The Cumulative Cost of Additional Wakefulness: Dose-Response Effects on Neurobehavioral Functions and Sleep Physiology From Chronic Sleep Restriction and Total Sleep Deprivation (2003)Circadian rhythms in cognitive performance: Methodological constraints, protocols, theoretical underpinnings (2006)Circadian Rhythms, Sleep Deprivation, and Human Performance (2013)Sleep deprivation, vigilant attention, and brain function: a review (2019)Driver's exposure to distractions in their natural driving environment (2005)Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines (2007)Online Driver Distraction Detection Using Long Short-Term Memory (2011)Robust Deep Learning-Based Driver Distraction Detection and Classification (2021)Detecting and recognizing driver distraction through various data modality using machine learning: A review, recent advances, simplified framework and open challenges (2014–2021) (2022)E2DR: A Deep Learning Ensemble-Based Driver Distraction Detection with Recommendations Model (2022)Research on vehicle-based driver status/performance monitoring: Development, validation, and refinement of algorithms for detection of driver drowsiness (1994)Recent Trends in Driver Safety Monitoring Systems: State of the Art and Challenges (2016)The ULg multimodality drowsiness database (called DROZY) and examples of use (2016)Automatic driver sleepiness detection using EEG, EOG and contextual information (2018)Convolutional Two-Stream Network Using Multi-Facial Feature Fusion for Driver Fatigue Detection (2019)Deep CNN: A Machine Learning Approach for Driver Drowsiness Detection Based on Eye State (2019)Driver Drowsiness Measurement Technologies: Current Research, Market Solutions, and Challenges (2019)Prediction of drowsiness events in night shift workers during morning driving (2017)Driver drowsiness estimation using EEG signals with a dynamical encoder–decoder modeling framework (2022)PERCLOS-based technologies for detecting drowsiness: current evidence and future directions (2023)
this work references cited by second hop

References

  • 1973Quantification of Sleepiness: A New Approach2,538 cited
  • 2008Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired?476 cited
  • 2004Psychomotor Vigilance Performance: Neurocognitive Assay Sensitive to Sleep Loss405 cited
  • 1994Evaluation of driver drowsiness by trained raters379 cited
  • 1998PERCLOS: A valid psychophysiological measure of alertness as assessed by psychomotor vigilance153 cited
  • 2009Steering Wheel Behavior Based Estimation of Fatigue142 cited
  • 2010The challenges and opportunities of technological approaches to fatigue management120 cited
  • 2012Real-Time Detection of Drowsiness Related Lane Departures Using Steering Wheel Angle95 cited
  • 2013Steering in a Random Forest92 cited

Cited by

  • 2020Detection of driver manual distraction via image-based hand and ear recognition71 cited
  • 2021CNN Based Driver Drowsiness Detection System Using Emotion Analysis66 cited
  • 2020WAKE47 cited
  • 2021Real-Time Driver Drowsiness Detection using Computer Vision43 cited

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