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Classification of Driver Cognitive Load: Exploring the Benefits of Fusing Eye-Tracking and Physiological Measures
16 references·0 citing·38 second hop
Classification of Driver Cognitive Load: Exploring the Benefits of Fusing Eye-Tracking and Physiological Measures (2022)Classification of Driver Cognitive Load: …High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified N-Back Task (2019)High Cognitive Load Assessmen…A Comprehensive Survey of Driving Monitoring and Assistance Systems (2019)A Comprehensive Survey of Dri…The smartphone and the driver’s cognitive workload: A comparison of Apple, Google, and Microsoft’s intelligent personal assistants. (2017)The smartphone and the driver…Assessing Cognitive Distraction in the Automobile (2015)Assessing Cognitive Distracti…Classifying driver workload using physiological and driving performance data (2014)Classifying driver workload u…Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task (2012)Sensitivity of Physiological …Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Measuring neurophysiological …Combining cognitive and visual distraction: Less than the sum of its parts (2010)Combining cognitive and visua…Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers (2009)Impact of Incremental Increas…Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines (2007)Real-Time Detection of Driver…Improving Human Performance in a Real Operating Environment through Real-Time Mental Workload Detection (2007)Improving Human Performance i…An on-road assessment of cognitive distraction: Impacts on drivers’ visual behavior and braking performance (2006)An on-road assessment of cogn…Evaluation of mental workload with a combined measure based on physiological indices during a dual task of tracking and mental arithmetic (2005)Evaluation of mental workload…Mental workload while driving: Effects on visual search, discrimination, and decision making. (2003)Mental workload while driving…Effects of verbal and spatial-imagery tasks on eye fixations while driving. (2000)Effects of verbal and spatial…The effects of mobile telephoning on driving performance (1991)The effects of mobile telepho…Design and Analysis: A Researcher's Handbook (1975)Human Mental Workload (1988)Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone (2001)Mental workload when driving in a simulator: Effects of age and driving complexity (2009)Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis (2017)The “Out-of-the-Loop” concept in automated driving: proposed definition, measures and implications (2018)Multiple resources and performance prediction (2002)Effects of visual and cognitive load in real and simulated motorway driving (2005)Engineering Psychology and Human Performance (2015)Mental workload is reflected in driver behaviour, physiology, eye movements and prefrontal cortex activation (2018)The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load (2021)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)Cell phone-induced failures of visual attention during simulated driving. (2003)Decision-making in driver-automation shared control: A review and perspectives (2020)Driver Distraction Detection Methods: A Literature Review and Framework (2021)Factor Analysis: Statistical Methods and Practical Issues (1978)NASA TLX: Software for assessing subjective mental workload (2009)Highly Automated Driving, Secondary Task Performance, and Driver State (2012)A Systematic Review of Physiological Measures of Mental Workload (2019)A Critical View of Driver Behavior Models: What Do We Know, What Should We Do? (1985)The effect of cellular phone use upon driver attention (1993)Driver distraction: A review of the literature (2003)Profiles in Driver Distraction: Effects of Cell Phone Conversations on Younger and Older Drivers (2004)Cognitive Skills and Their Acquisition (2013)Eye movements in reading and information processing: 20 years of research. (1998)Sensitivity of eye-movement measures to in-vehicle task difficulty (2005)A meta-analysis of the effects of cell phones on driver performance (2008)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)Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State (2016)Detection and prediction of driver drowsiness using artificial neural network models (2017)On the economy of the human-processing system. (1979)Modeling drivers' visual attention allocation while interacting with in-vehicle technologies. (2006)Stress, Workload, and Fatigue (2000)
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References

  • 2012Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness1,336 cited
  • 2003Mental workload while driving: Effects on visual search, discrimination, and decision making.685 cited
  • 1991The effects of mobile telephoning on driving performance568 cited
  • 2006An on-road assessment of cognitive distraction: Impacts on drivers’ visual behavior and braking performance526 cited
  • 2000Effects of verbal and spatial-imagery tasks on eye fixations while driving.492 cited
  • 2007Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines482 cited
  • 2005Evaluation of mental workload with a combined measure based on physiological indices during a dual task of tracking and mental arithmetic399 cited
  • 2009Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers394 cited
  • 2012Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task298 cited
  • 2010Combining cognitive and visual distraction: Less than the sum of its parts271 cited
  • 2015Assessing Cognitive Distraction in the Automobile235 cited
  • 2019A Comprehensive Survey of Driving Monitoring and Assistance Systems221 cited
  • 2014Classifying driver workload using physiological and driving performance data182 cited

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  • 2007Improving Human Performance in a Real Operating Environment through Real-Time Mental Workload Detection180 cited
  • 2017The smartphone and the driver’s cognitive workload: A comparison of Apple, Google, and Microsoft’s intelligent personal assistants.101 cited
  • 2019High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified N-Back Task79 cited
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