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Comprehensive Drowsiness Level Detection Model Combining Multimodal Information
16 references·0 citing·33 second hop
Comprehensive Drowsiness Level Detection Model Combining Multimodal Information (2019)Comprehensive Drowsiness Level Detection …Detection and prediction of driver drowsiness using artificial neural network models (2017)Detection and prediction of d…Visual Analysis of Eye State and Head Pose for Driver Alertness Monitoring (2013)Visual Analysis of Eye State …Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Measuring neurophysiological …Efficient driver drowsiness detection at moderate levels of drowsiness (2012)Efficient driver drowsiness d…Detecting Driver Drowsiness Based on Sensors: A Review (2012)Detecting Driver Drowsiness B…Driver Inattention Monitoring System for Intelligent Vehicles: A Review (2011)Driver Inattention Monitoring…Applying neural network analysis on heart rate variability data to assess driver fatigue (2010)Applying neural network analy…Validation of the Karolinska sleepiness scale against performance and EEG variables (2006)Validation of the Karolinska …Subjective sleepiness, simulated driving performance and blink duration: examining individual differences (2006)Subjective sleepiness, simula…Fatigue, sleep restriction and driving performance (2005)Fatigue, sleep restriction an…Monotony of road environment and driver fatigue: a simulator study (2003)Monotony of road environment …Experimental evaluation of eye-blink parameters as a drowsiness measure (2003)Experimental evaluation of ey…RESEARCH ON VEHICLE-BASED DRIVER STATUS/PERFORMANCE MONITORING; DEVELOPMENT, VALIDATION, AND REFINEMENT OF ALGORITHMS FOR DETECTION OF DRIVER DROWSINESS. FINAL REPORT (1994)RESEARCH ON VEHICLE-BASED DRI…Evaluation of driver drowsiness by trained raters (1994)Evaluation of driver drowsine…Subjective and Objective Sleepiness in the Active Individual (1990)Subjective and Objective Slee…A Coefficient of Agreement for Nominal Scales (1960)A Coefficient of Agreement fo…Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Cumulative Sleepiness, Mood Disturbance, and Psychomotor Vigilance Performance Decrements During a Week of Sleep Restricted to 4–5 Hours per Night (1997)Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Driver Fatigue Detection Systems: A Review (2018)A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving (2019)A critical review of the psychophysiology of driver fatigue (2001)Driver Behavior Analysis for Safe Driving: A Survey (2015)Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients (2001)Fatigue, Sleepiness, and Performance in Simulated Versus Real Driving Conditions (2005)Consequences of sleep deprivation (2010)Trends in the Prevalence of Short Sleepers in the USA: 1975–2006 (2010)Quantification of Sleepiness: A New Approach (1973)A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale (1991)Vehicle accidents related to sleep: a review. (1999)Regional brain wave activity changes associated with fatigue (2012)An overview of sleepiness and accidents (1995)Sleep related vehicle accidents (1995)Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired? (2008)Driver fatigue: The importance of identifying causal factors of fatigue when considering detection and countermeasure technologies (2009)Measurement of Situation Awareness in Dynamic Systems (1995)Toward a Theory of Situation Awareness in Dynamic Systems (1995)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Driver behavior detection and classification using deep convolutional neural networks (2020)Driver fatigue: Electroencephalography and psychological assessment (2002)Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate (2016)Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State (2016)The CES-D Scale (1977)The Cumulative Cost of Additional Wakefulness: Dose-Response Effects on Neurobehavioral Functions and Sleep Physiology From Chronic Sleep Restriction and Total Sleep Deprivation (2003)Sleep Loss and Fatigue in Shift Work and Shift Work Disorder (2009)The Measurement of Observer Agreement for Categorical Data (1977)Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime Version (K-SADS-PL): Initial Reliability and Validity Data (1997)Interrater reliability: the kappa statistic (2012)Systematic Interindividual Differences in Neurobehavioral Impairment from Sleep Loss: Evidence of Trait-Like Differential Vulnerability (2004)
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References

  • 1960A Coefficient of Agreement for Nominal Scales42,335 cited
  • 1990Subjective and Objective Sleepiness in the Active Individual3,088 cited
  • 2012Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness1,336 cited
  • 2006Validation of the Karolinska sleepiness scale against performance and EEG variables1,013 cited
  • 2012Detecting Driver Drowsiness Based on Sensors: A Review783 cited
  • 2011Driver Inattention Monitoring System for Intelligent Vehicles: A Review728 cited
  • 2003Monotony of road environment and driver fatigue: a simulator study695 cited
  • 2010Applying neural network analysis on heart rate variability data to assess driver fatigue418 cited
  • 2005Fatigue, sleep restriction and driving performance389 cited
  • 2003Experimental evaluation of eye-blink parameters as a drowsiness measure388 cited
  • 1994Evaluation of driver drowsiness by trained raters379 cited
  • 2006Subjective sleepiness, simulated driving performance and blink duration: examining individual differences361 cited
  • 2017Detection and prediction of driver drowsiness using artificial neural network models286 cited
  • 1994RESEARCH ON VEHICLE-BASED DRIVER STATUS/PERFORMANCE MONITORING; DEVELOPMENT, VALIDATION, AND REFINEMENT OF ALGORITHMS FOR DETECTION OF DRIVER DROWSINESS. FINAL REPORT

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261 cited
  • 2013Visual Analysis of Eye State and Head Pose for Driver Alertness Monitoring253 cited
  • 2012Efficient driver drowsiness detection at moderate levels of drowsiness220 cited
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