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Detection and prediction of driver drowsiness using artificial neural network models
15 references·16 citing·39 second hop
Detection and prediction of driver drowsiness using artificial neural network models (2017)Detection and prediction of driver drowsi…STOP, THAT and One Hundred Other Sleep Scales (2012)STOP, THAT and One Hundred Ot…Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Measuring neurophysiological …Driver Inattention Monitoring System for Intelligent Vehicles: A Review (2011)Driver Inattention Monitoring…A driver fatigue recognition model based on information fusion and dynamic Bayesian network (2010)A driver fatigue recognition …Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines (2007)Real-Time Detection of Driver…Subjective sleepiness, simulated driving performance and blink duration: examining individual differences (2006)Subjective sleepiness, simula…Real-Time System for Monitoring Driver Vigilance (2006)Real-Time System for Monitori…Fatigue, Sleepiness, and Performance in Simulated Versus Real Driving Conditions (2005)Fatigue, Sleepiness, and Perf…Systematic Interindividual Differences in Neurobehavioral Impairment from Sleep Loss: Evidence of Trait-Like Differential Vulnerability (2004)Systematic Interindividual Di…Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue (2004)Real-Time Nonintrusive Monito…Experimental evaluation of eye-blink parameters as a drowsiness measure (2003)Experimental evaluation of ey…A critical review of the psychophysiology of driver fatigue (2001)A critical review of the psyc…Vehicle accidents related to sleep: a review. (1999)Vehicle accidents related to …Evaluation of driver drowsiness by trained raters (1994)Evaluation of driver drowsine…A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale (1991)A New Method for Measuring Da…Machine learning and deep learning techniques for driver fatigue and drowsiness detection: a review (2023)Machine learning and deep lea…A Review of Recent Developments in Driver Drowsiness Detection Systems (2022)A Review of Recent Developmen…Using long short term memory and convolutional neural networks for driver drowsiness detection (2021)Using long short term memory …Survey and Synthesis of State of the Art in Driver Monitoring (2021)Survey and Synthesis of State…Physiological signal-based drowsiness detection using machine learning: Singular and hybrid signal approaches (2021)Physiological signal-based dr…EEG based emotion detection using fourth order spectral moment and deep learning (2021)EEG based emotion detection u…Multimodal Features for Detection of Driver Stress and Fatigue: Review (2020)Multimodal Features for Detec…Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions (2020)Heart Rate Variability for Cl…EDDD: Event-Based Drowsiness Driving Detection Through Facial Motion Analysis With Neuromorphic Vision Sensor (2020)EDDD: Event-Based Drowsiness …Driver Fatigue Detection Systems Using Multi-Sensors, Smartphone, and Cloud-Based Computing Platforms: A Comparative Analysis (2020)Driver Fatigue Detection Syst…DMD: A Large-Scale Multi-modal Driver Monitoring Dataset for Attention and Alertness Analysis (2020)DMD: A Large-Scale Multi-moda…Applying deep neural networks for multi-level classification of driver drowsiness using Vehicle-based measures (2020)Applying deep neural networks…Identification and classification of construction equipment operators' mental fatigue using wearable eye-tracking technology (2019)Identification and classifica…Driver Drowsiness Detection Based on Steering Wheel Data Applying Adaptive Neuro-Fuzzy Feature Selection (2019)Driver Drowsiness Detection B…Convolutional Two-Stream Network Using Multi-Facial Feature Fusion for Driver Fatigue Detection (2019)Convolutional Two-Stream Netw…Automatic driver sleepiness detection using EEG, EOG and contextual information (2018)Automatic driver sleepiness d…A manual for standardized terminology, techniques and scoring system for sleep stages in human subjects (1968)The Measurement of Observer Agreement for Categorical Data (1977)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)Vigilance, alertness, or sustained attention: physiological basis and measurement (2006)Sleep deprivation: Impact on cognitive performance (2007)Insomnia and daytime cognitive performance: A meta-analysis (2011)The International Classification of Sleep Disorders (1991)Self-Reported and Measured Sleep Duration (2008)Sleep Health: Can We Define It? Does It Matter? (2014)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation (2015)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)The Relaxation Response (1974)Driver fatigue: Electroencephalography and psychological assessment (2002)Using EEG spectral components to assess algorithms for detecting fatigue (2008)Detecting Driver Drowsiness Based on Sensors: A Review (2012)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 Analysis for Safe Driving: A Survey (2015)Driver behavior detection and classification using deep convolutional neural networks (2020)Catastrophes, Sleep, and Public Policy: Consensus Report (1988)Sleep related vehicle accidents (1995)Fatigue risk management: Organizational factors at the regulatory and industry/company level (2010)Examining the Effects of Sleep Deprivation on Workplace Deviance: A Self-Regulatory Perspective (2011)Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone (2001)Cell phone-induced failures of visual attention during simulated driving. (2003)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)On the Roles of Eye Gaze and Head Dynamics in Predicting Driver's Intent to Change Lanes (2009)Combining cognitive and visual distraction: Less than the sum of its parts (2010)Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State (2016)Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm (2010)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Mindfulness meditation for insomnia: A meta-analysis of randomized controlled trials (2016)A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability (2017)S3-Leitlinie Nicht erholsamer Schlaf/Schlafstörungen (2017)
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References

  • 1991A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale17,339 cited
  • 2012Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness1,336 cited
  • 2001A critical review of the psychophysiology of driver fatigue1,008 cited
  • 2004Systematic Interindividual Differences in Neurobehavioral Impairment from Sleep Loss: Evidence of Trait-Like Differential Vulnerability894 cited
  • 2004Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue752 cited
  • 2011Driver Inattention Monitoring System for Intelligent Vehicles: A Review728 cited
  • 2006Real-Time System for Monitoring Driver Vigilance715 cited
  • 1999Vehicle accidents related to sleep: a review.556 cited
  • 2012STOP, THAT and One Hundred Other Sleep Scales505 cited
  • 2007Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines482 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
  • 2010A driver fatigue recognition model based on information fusion and dynamic Bayesian network

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332 cited
  • 2005Fatigue, Sleepiness, and Performance in Simulated Versus Real Driving Conditions294 cited
  • Cited by

    • 2022A Review of Recent Developments in Driver Drowsiness Detection Systems257 cited
    • 2019Identification and classification of construction equipment operators' mental fatigue using wearable eye-tracking technology198 cited
    • 2018Automatic driver sleepiness detection using EEG, EOG and contextual information145 cited
    • 2020DMD: A Large-Scale Multi-modal Driver Monitoring Dataset for Attention and Alertness Analysis145 cited
    • 2023Machine learning and deep learning techniques for driver fatigue and drowsiness detection: a review144 cited
    • 2019Convolutional Two-Stream Network Using Multi-Facial Feature Fusion for Driver Fatigue Detection123 cited
    • 2020Multimodal Features for Detection of Driver Stress and Fatigue: Review119 cited
    • 2020Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions117 cited
    • 2019Driver Drowsiness Detection Based on Steering Wheel Data Applying Adaptive Neuro-Fuzzy Feature Selection116 cited
    • 2021EEG based emotion detection using fourth order spectral moment and deep learning95 cited
    • 2021Physiological signal-based drowsiness detection using machine learning: Singular and hybrid signal approaches94 cited
    • 2021Using long short term memory and convolutional neural networks for driver drowsiness detection93 cited
    • 2020Driver Fatigue Detection Systems Using Multi-Sensors, Smartphone, and Cloud-Based Computing Platforms: A Comparative Analysis92 cited
    • 2020EDDD: Event-Based Drowsiness Driving Detection Through Facial Motion Analysis With Neuromorphic Vision Sensor89 cited
    • 2020Applying deep neural networks for multi-level classification of driver drowsiness using Vehicle-based measures87 cited
    • 2021Survey and Synthesis of State of the Art in Driver Monitoring86 cited