Research
Perception & Hazard Anticipation
Seeing, scanning and predicting traffic hazards.
Categories in this area
- Visual Perception & Hazard Perception in Driving 4697 papers · 11 topics
Overlaps with other areas
Categories filed elsewhere whose papers overlap this area. The evidence is the measured co-occurrence; a curated entry is one kept by domain judgement below the threshold, and says so.
useful field of view 1046anticipation 868mental model of traffic 857peripheral attention 796eye movements scanning 773hazard perception 514visual occlusion 465looked but failed to see 450gap acceptance 330time to collision looming 285speed distance perception 214
Relevant standards
- Alliance Driver Focus-Telematics Guidelines (2006 update) — Statement of Principles, Criteria and Verification Procedures on Driver Interactions with Advanced In-Vehicle Information and Communication Systems
- CIE 074-1988 — Road signs
- CIE 100-1992 — Fundamentals of the Visual Task of Night Driving
- FMVSS 103 — Standard No. 103; Windshield defrosting and defogging systems
- FMVSS 104 — Standard No. 104; Windshield wiping and washing systems
- FMVSS 111 — Rear Visibility
- ISO 15007-1:2014 — Road vehicles — Measurement of driver visual behaviour with respect to transport information and control systems — Part 1: Definitions and parameters
- ISO 15007:2020 — Road vehicles — Measurement and analysis of driver visual behaviour with respect to transport information and control systems
- ISO 16121-1:2012 — Road vehicles — Ergonomic requirements for the driver's workplace in line-service buses — Part 1: General description, basic requirements
- ISO 16121-2:2011 — Road vehicles — Ergonomic requirements for the driver's workplace in line-service buses — Part 2: Visibility
- ISO 16673:2017 — Road vehicles — Ergonomic aspects of transport information and control systems — Occlusion method to assess visual demand due to the use of in-vehicle systems
- ISO 17387:2008 — Intelligent transport systems — Lane change decision aid systems (LCDAS) — Performance requirements and test procedures
- ISO 23376:2021 — Intelligent transport systems — Vehicle-to-vehicle intersection collision warning systems (VVICW) — Performance requirements and test procedures
- ISO 34502:2022 — Road vehicles — Test scenarios for automated driving systems — Scenario based safety evaluation framework
- ISO 4513:2022 — Road vehicles — Visibility — Method for establishment of eyellipses for driver's eye location
- ISO 7397-1:1993 — Passenger cars — Verification of driver's direct field of view — Part 1: Vehicle positioning for static measurement
- ISO 7397-2:1993 — Passenger cars — Verification of driver's direct field of view — Part 2: Test method
- ISO/TS 15007-2:2014 — Road vehicles — Measurement of driver visual behaviour with respect to transport information and control systems — Part 2: Equipment and procedures
- JIS D 0021:1998 — Eye range of drivers for automobiles
- NHTSA Visual-Manual Driver Distraction Guidelines (2013) — Visual-Manual NHTSA Driver Distraction Guidelines for In-Vehicle Electronic Devices
- SAE J1050 — Describing and Measuring the Driver's Field of View
- SAE J1052 — Motor Vehicle Driver and Passenger Head Position
- SAE J2396 — Definitions and Experimental Measures Related to the Specification of Driver Visual Behavior Using Video Based Techniques
- SAE J3155 — Camera Monitor Systems Test Protocols and Performance Requirements
- SAE J941 — Motor Vehicle Drivers' Eye Locations
- SAE J985 — Vision Factors Considerations in Rearview Mirror Design
- UN ECE R125 — Uniform provisions concerning the approval of motor vehicles with regard to the forward field of vision of the motor vehicle driver
- UN ECE R151 — Uniform provisions concerning the approval of motor vehicles with regard to the Blind Spot Information System for the Detection of Bicycles
- UN ECE R159 — Uniform provisions concerning the approval of motor vehicles with regard to the Moving Off Information System for the Detection of Pedestrians and Cyclists
- UN ECE R46 — Uniform provisions concerning the approval of devices for indirect vision and of motor vehicles with regard to the installation of these devices
- UN ECE R69 — Uniform provisions concerning the approval of rear marking plates for slow-moving vehicles (by construction) and their trailers
4697 paper(s) · ranked by relevance to this area
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A Review of Occlusion as a Tool to Assess Attentional Demand in Driving · 2021 · Kujala, Tuomo et al. · archived
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More than the Useful Field: Considering peripheral vision in driving ↗ · 2017 · Wolfe, Benjamin et al. · indexed
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Measuring the Useful Field of View During Simulated Driving With Gaze-Contingent Displays · 2016 · Gaspar, John G. et al. · archived
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Characterizing Drivers' Peripheral Vision via the Functional Field of View for Intelligent Driving Assistance · 2023 · Biswas, Abhijat et al. · archived
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The Occlusion Method for Measuring Visual Demand at the IT-Based Driver’s Workplace · 2018 · Bretschneider-Hagemes, Michael · archived
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Hazard Perception in Driving: A Systematic Literature Review · 2022 · Cao, Shi et al. · archived
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Modeling response time and hazard identification in a video-based hazard perception test for car drivers ↗ · 2025 · Akshay, T.K. et al. · indexed
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Modeling response time and hazard identification in a video-based hazard perception test for car drivers ↗ · 2025 · Akshay, T et al. · indexed
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Dynamic scan paths investigations under manual and highly automated driving · 2021 · Navarro, Jordan et al. · archived
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Rapid holistic perception and evasion of road hazards · 2019 · Wolfe, Benjamin et al. · archived
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Assessment of the occlusion technique as a means for evaluating the distraction potential of driver support systems ↗ · 2006 · Pettitt, M.A. et al. · indexed
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Robust Underestimation of Speed During Driving: A Field Study ↗ · 2015 · Schütz, Alexander C. et al. · indexed
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Driving with Foresight - Evaluating the Effect of Cognitive Distraction and Experience on Anticipating Events in Traffic ↗ · 2019 · Mühl, Kristin et al. · indexed
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Characterizing Drivers’ Peripheral Vision via the Functional Field of View for Intelligent Driving Assistance ↗ · 2023 · Biswas, Abhijat et al. · indexed
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Driving Hazard Perception Tests: A Systematic Review. · 2023 · Omran, Yasaman Habibzadeh et al. · archived
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Relation of Useful Field of View and other Screening Tests to on-Road Driving Performance ↗ · 2000 · Myers, Renee S. et al. · indexed
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MODELING OF THE GAP ACCEPTANCE BEHAVIOR AT A MERGING SECTION OF URBAN FREEWAY ↗ · 2008 · Hwang, Sun Yon et al. · indexed
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Road user hazard perception tests: A systematic review of current methodologies ↗ · 2019 · Moran, Caroline et al. · indexed
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A meta-analysis of perceptual and cognitive functions involved in useful-field-of-view test performance ↗ · 2017 · Woutersen, Karlijn et al. · indexed
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Enhancing the occlusion technique as an assessment tool for driver visual distraction ↗ · 2010 · Gelau, C. et al. · indexed
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Driving Hazard Perception Components: A Systematic Review and Meta-Analysis. · 2023 · Habibzadeh, Yasaman et al. · archived
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Evaluation of in-vehicle HMI using occlusion techniques: experimental results and practical implications ↗ · 2004 · Baumann, Martin et al. · indexed
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Anticipation in Driving: The Role of Experience in the Efficacy of Pre-event Conflict Cues ↗ · 2014 · Stahl, Patrick et al. · indexed
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Occlusion as a measure for visual workload: an overview of TNO occlusion research in car driving ↗ · 2004 · van der Horst, Richard · indexed
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Inattentional Blindness in Motorcycle Detection: Allocating Attention to Detect Motorcycles ↗ · 2018 · Pammer, Kristen et al. · indexed
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The development and validation of two complementary measures of drivers’ hazard perception ability ↗ · 2010 · Wetton, M.A. et al. · indexed
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Assessing the visual demand from in-vehicle information systems by means of the occlusion technique: the effects of participant age ↗ · 2008 · Horberry, T. et al. · indexed
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Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard detection and scene perception · 2023 · Song, Jiali et al. · archived
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Impact of Visual Attention and Useful Field of View in Driving: A Review ↗ · 2025 · L, Prem Sudhakar et al. · indexed
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Maintaining Situational Awareness: The Role of Visual Attention ↗ · 1999 · Chaparro, Alex et al. · indexed
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An investigation of perceived vehicle speed from a driver's perspective · 2017 · Wu, Changxu et al. · archived
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The blind date: The effects of change blindness, passenger conversation and gender on looked-but-failed-to-see (LBFTS) errors ↗ · 2010 · White, Cale B. et al. · indexed
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Response times in drivers' gap acceptance decisions during overtaking · 2023 · Abbink, David A. · archived
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Impaired Attentional Disengagement in Older Adults With Useful Field of View Decline ↗ · 2011 · Cosman, Joshua D. et al. · indexed
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The role of looming and attention capture in drivers’ braking responses ↗ · 2008 · Terry, Hugh R. et al. · indexed
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Time-to-Collision Judgments Under Realistic Driving Conditions ↗ · 2006 · Kiefer, Raymond J. et al. · indexed
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Visual attention while driving: sequences of eye fixations made by experienced and novice drivers ↗ · 2003 · Underwood, Geoffrey et al. · indexed
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Useful Field of View in Simulated Driving: Reaction Times and Eye Movements of Drivers ↗ · 2013 · Seya, Yasuhiro et al. · indexed
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Look ahead: understanding cognitive anticipatory processes based on situational characteristics in dynamic traffic situations ↗ · 2020 · Mühl, Kristin et al. · indexed
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On the relationship between occlusion times and in-car glance durations in simulated driving ↗ · 2023 · Grahn, Hilkka et al. · indexed
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Time-to-Collision Judgments of Constant and Non-Constant Velocities: Implications for Rear-End Collisions ↗ · 2006 · Tharanathan, Anand et al. · indexed
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Did you look at the moose? Driver gaze behaviour while searching for hazards in dynamic road scenes ↗ · 2024 · Song, Jiali et al. · indexed
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Predicting Driving Performance in Older Adults with the Useful Field of View Test: A Meta-Analysis ↗ · 2005 · Ball, Karlene K et al. · indexed
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Pilot Study of Gaze Scanning and Intersection Detection Failures by Drivers with Hemianopia ↗ · 2015 · Bowers, Alex R et al. · indexed
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Detection or Appraisal – Do Their Eye Movements Reveal What Causes Novices’ Poor Performance in a Dynamic Hazard Perception Test? ↗ · 2022 · Malone, Sarah et al. · indexed
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Should I Stay or Should I Go? Cognitive Modeling of Left-Turn Gap Acceptance Decisions in Human Drivers · 2022 · Zgonnikov, Arkady et al. · archived
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Distribution of Peripheral Vision for a Driving Simulator Functional Field of View Task ↗ · 2010 · Park, George D. et al. · indexed
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Visual anticipation of the future path: Predictive gaze and steering ↗ · 2021 · Tuhkanen, Samuel et al. · indexed
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Motorcyclists’ speed and “looked-but-failed-to-see” accidents ↗ · 2012 · Clabaux, Nicolas et al. · indexed
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Effects of Visual Demand and In-Vehicle Task Complexity on Driving and Task Performance as Assessed by Visual Occlusion ↗ · 1999 · Tsimhoni, Omer et al. · indexed
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Perceptual and cognitive neural correlates of the useful field of view test in older adults ↗ · 2015 · Jennifer L. O׳Brien et al. · indexed
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Dynamic Attention as a Predictor of Driving Performance in Clinical Populations: Preliminary Results ↗ · 2011 · Bowers, Alex et al. · indexed
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Great expectations: a predictive processing account of automobile driving · 2017 · Engström, Johan et al. · archived
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Safety and Operational Assessment of Gap Acceptance Through Large-Scale Field Evaluation ↗ · 2023 · Tupper, Steven Maxwell · indexed
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Driver glance behaviors and scanning patterns: Applying static and dynamic glance measures to the analysis of curve driving with secondary tasks ↗ · 2019 · Jeong, Heejin et al. · indexed
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A cognitive process approach to modeling gap acceptance in overtaking · 2023 · Mohammad, Samir H.A. et al. · archived
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Effect of Apparent Depth in Peripheral Target Detection in Driving under Focused and Divided Attention ↗ · 2017 · Song, Jiali et al. · indexed
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Assessment of Hazard Perception Latencies Using Real Life and Animated Traffic Hazards: Comparison of Novice and Experienced Drivers ↗ · 2007 · Sümer, Nebi et al. · indexed
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Effects of an active visuomotor steering task on covert attention · 2019 · Tuhkanen, Samuel et al. · archived
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CH-LSTTM: A Taxonomy of Traffic Hazards · 2024 · Yan, Song et al. · archived
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Useful Field of View as a Reliable Screening Measure of Driving Performance in People With Parkinson's Disease: Results of a Pilot Study ↗ · 2009 · Classen, S. et al. · indexed
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The development and validation of a hazard perception test for use in driver licensing ↗ · 2011 · Wetton, Mark A. et al. · indexed
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What happens next? Predicting other road users' behaviour as a function of driving experience and processing time ↗ · 2009 · Jackson, Lyn et al. · indexed
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Semiotics and mental models: modeling automobile driver behavior ↗ · 2002 · Goodrich, M.A. et al. · indexed
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The Influence of Conversation, Low-Dose Alcohol and Driving Experience on the Peripheral Vision System ↗ · 2001 · Langer, Peter et al. · indexed
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Effects of Speed of Visual Processing Training upon Non-Visual Attention in "At-Risk" Older Drivers · 2001 · Skaar, Nicole et al. · archived
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Using perceptual cues for brake response to a lead vehicle: Comparing threshold and accumulator models of visual looming ↗ · 2018 · Xue, Qingwan et al. · indexed
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Looking at the Road When Driving Around Bends: Influence of Vehicle Automation and Speed · 2019 · Schnebelen, Damien et al. · archived
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The role of visual attention in predicting driving impairment in older adults. ↗ · 2005 · Hoffman, Lesa et al. · indexed
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Age Differences in the Useful Field of View in a Part-Task Driving Simulator ↗ · 1993 · Walker, Jonathan et al. · indexed
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Automatic processing of gaze movements to quantify gaze scanning behaviors in a driving simulator ↗ · 2020 · Swan, Garrett et al. · indexed
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Determining Fixed Glance Duration for Visual Occlusion Research ↗ · 2011 · Chen, Huei-Yen Winnie et al. · indexed
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Visual motion perception predicts driving hazard perception ability ↗ · 2012 · Lacherez, Philippe et al. · indexed
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Adapting hazard perception testing to the Czech driving context: a comparison of hazard perception paradigms in differentiating driver experience and collision history ↗ · 2026 · Ventsislavova, Petya et al. · indexed
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Predicting Older Driver On-Road Performance by Means of the Useful Field of View and Trail Making Test Part B ↗ · 2013 · Classen, Sherrilene et al. · indexed
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A driving simulator study on the perception of distances in situations of car-following and overtaking · 2006 · Bergeron, Jacques et al. · archived
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The ‘Saw but Forgot’ error: A role for short-term memory failures in understanding junction crashes? · 2019 · Robbins, Chloe J. et al. · archived
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A Study on Visual Driving Simulator for Analyzing Perception Characteristics of a Driver ↗ · 2018 · Takahashi, Hiroshi et al. · indexed
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Forced peripheral vision driving paradigm: evidence for the hypothesis that car drivers learn to keep in lane with peripheral vision ↗ · 1998 · Summala, Heikki · indexed
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Perceptual and attentional factors in detection of driving-relevant visual events ↗ · 2017 · Rosenholtz, Ruth et al. · indexed
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The crash involvement of older drivers is associated with their hazard perception latencies ↗ · 2010 · HORSWILL, MARK S. et al. · indexed
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Multi-Modal Vehicle Display Design and Analysis [Driving with Distractions] · 2004 · Cohen, J. et al. · archived
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Perceptual Load in Different Regions of the Visual Scene and Its Relevance for Driving · 2015 · Marciano, Hadas et al. · archived
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Time-Sharing of a Visual In-Vehicle Task while Driving: Findings from the Task Occlusion Method ↗ · 2003 · Tsimhoni, Omer · indexed
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Visual Demand of Driving Curves as Determined by Visual Occlusion ↗ · 1980 · Tsimhoni, Omer et al. · indexed
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Designing a Driver’s Hazard Perception Test Based on the Neural Brain Images Analysis (fMRI) ↗ · 2022 · Gharib, Seifollah et al. · indexed
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Perceiving Time to Collision Activates the Sensorimotor Cortex ↗ · 2005 · Field, David T. et al. · indexed
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Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard and scene perception ↗ · 2023 · Song, Jiali et al. · indexed
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Age and visual search: expanding the useful field of view ↗ · 1988 · Ball, Karlene K. et al. · indexed
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Behavioral Research and Practical Models of Drivers' Attention · 2021 · Kotseruba, Iuliia et al. · archived
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Cognitive and Psychomotor Correlates of Hazard Perception Ability and Risky Driving ↗ · 2011 · Sümer, Nebi · indexed
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The Influence of Visual-Manual Distractions on Anticipatory Driving · 2022 · He, Dengbo et al. · archived
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A hierarchical model of operational anticipation windows in driving an automobile ↗ · 2006 · Tanida, Koji et al. · indexed
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Drivers use active gaze to monitor waypoints during automated driving · 2021 · Mole, Callum et al. · archived
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The Effect of Differences in Day and Night Lighting Distributions on Drivers' Speed Perception ↗ · 2016 · Kim, Jonathan et al. · indexed
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Now or never: Eye tracking and response times reveal the dynamics of highway merging decisions ↗ · 2026 · Zgonnikov, Arkady et al. · indexed
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Functional Visual Field Reduction Under Conditions of High Cognitive Load - Evidence from the Hazard Perception Test ↗ · 2024 · Ouzia, Julia et al. · indexed
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Eye-movements in real curve driving: pursuit-like optokinesis in vehicle frame of reference, stability in an allocentric reference coordinate system ↗ · 2013 · Lappi, Otto et al. · indexed
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Can Tactile Information be Used as a Cue in Time-to-Collision Estimation? ↗ · 2025 · DeLucia, Patricia R. et al. · indexed
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Some hazards are more attractive than others: Drivers of varying experience respond differently to different types of hazard ↗ · 2012 · Crundall, David et al. · indexed
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Now or never: Eye tracking and response times reveal the dynamics of highway merging decisions ↗ · 2023 · Zgonnikov, Arkady et al. · indexed
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Understanding the Mechanism of Gap-Acceptance Behavior at Roundabouts: A Cumulative Prospect Theory and Drift-Diffusion Model Framework ↗ · 2026 · Bai, Congcong et al. · indexed
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Beyond gaze fixation: Modeling peripheral vision in relation to speed, Tesla Autopilot, cognitive load, and age in highway driving ↗ · 2022 · Yang, Shiyan et al. · indexed
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On the Difference Between Necessary and Unnecessary Glances Away From the Forward Roadway: An Occlusion Study on the Motorway · 2019 · Kircher, Katja et al. · archived
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Maintaining foveal fixation during a peripheral detection task ↗ · 2016 · Fotios, S et al. · indexed
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Why do car drivers fail to give way to motorcycles at t-junctions? ↗ · 2012 · Crundall, David et al. · indexed
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Predicting road scenes from brief views of driving video ↗ · 2019 · Wolfe, Benjamin et al. · indexed
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Useful field of view test performance throughout adulthood in subjects without ocular disorders · 2018 · Woutersen, Karlijn et al. · archived
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Detection of brake lights while distracted: Separating peripheral vision from cognitive load ↗ · 2019 · Wolfe, Benjamin et al. · indexed
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Comparing Speed Estimations from a Moving Vehicle in Different Traffic Scenarios: Absence versus Presence of Traffic Flow · 2006 · Conchillo, Ángela et al. · archived
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Understanding driver performance variability and perception of risk : driver hazard perception research plan · 1998 · Lerner, N. et al. · archived
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The perception of pedestrians from the perspective of elderly experienced and experienced drivers ↗ · 2011 · Bromberg, Shani et al. · indexed
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Alternative Definitions of Passing Critical Gaps · 2011 · Toledo, Tomer et al. · archived
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Driving with Visual Field Loss: An Exploratory Simulation Study · 2009 · Lockhart, Julie et al. · archived
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Eye movements reveal that drivers can predict the location of hazards in dynamic road scenes but gaze and awareness are dissociable ↗ · 2025 · Song, Jiali et al. · indexed
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Video-Recorded “Looked-but-Failed-to-See” (LBFTS) Accidents in the Junctions of Hong Kong ↗ · 2019 · Cheng, Yuk Ki et al. · indexed
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Visual Processing Impairment and Risk of Motor Vehicle Crash Among Older Adults ↗ · 1998 · Owsley, Cynthia · indexed
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A generic multi-scale framework for microscopic traffic simulation part II – Anticipation Reliance as compensation mechanism for potential task overload · 2020 · Calvert, Simeon C. et al. · archived
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SPIDER 2.0: Driver Distraction and Visual Attention · 2025 · Strayer, David L. · archived
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Perception of relative distance in a driving simulator<sup>1,2</sup> ↗ · 2005 · BAUMBERGER, BERNARD et al. · indexed
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Analyzing Microscopic Behavior: Driver Mandatory Lane Change Behavior on a Multilane Freeway · 2008 · Bham, Ghulam H. · archived
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Evaluating Visual Display Designs in Vehicles: Advantages and Disadvantages of the Occlusion Technique ↗ · 2000 · Krems, Josef F. et al. · indexed
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The Development and Validation of a Hazard Perception Test for Thai Drivers ↗ · 2019 · Manley, Harry et al. · indexed
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The useful field of view test: Normative data for older adults ↗ · 2006 · Edwards, Jerri D. et al. · indexed
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A Study of the Effect of Varying Visual Occlusion and Task Duration Conditions on Driver Behavior and Performance while Using a Secondary Task Human-Machine Interface ↗ · 2003 · Weir, David H. et al. · indexed
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Reported Order of Importance Does not Predict Fixation Order when Viewing Driving Scenes ↗ · 2020 · Diamond, Anastasia et al. · indexed
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Cognitive and Perceptual Factors in Aging and Driving Performance · 2001 · Rinalducci, Edward J et al. · archived
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Modelling the effects of stress on gap-acceptance decisions combining data from driving simulator and physiological sensors · 2018 · Paschalidis, Evangelos et al. · archived
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Detection and response to critical lead vehicle deceleration events with peripheral vision: Glance response times are independent of visual eccentricity ↗ · 2021 · Svärd, Malin et al. · indexed
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What predicts changes in useful field of view test performance? ↗ · 2008 · Lunsman, Melissa et al. · indexed
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Visual attention outperforms visual-perceptual parameters required by law as an indicator of on-road driving performance ↗ · 2020 · Grundler, Wolfgang et al. · indexed
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Test of Divided Visual Attention Predicts Automobile Crashes Among Older Adults ↗ · 1998 · Trobe, Jonathan D. · indexed
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The effects of driving experience on responses to a static hazard perception test ↗ · 2012 · Scialfa, Charles T. et al. · indexed
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Mobile eye tracking during real-world night driving: A selective review of findings and recommendations for future research · 2017 · Grüner, Markus et al. · archived
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Drivers with limited perception: model and application to traffic simulation · 2014 · Ketenci, Utku et al. · archived
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Nonuniform Changes in the Distribution of Visual Attention from Visual Complexity and Action: A Driving Simulation Study ↗ · 2015 · Park, George D et al. · indexed
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Using fuzzy signal detection theory to determine why experienced and trained drivers respond faster than novices in a hazard perception test ↗ · 2007 · Wallis, Thomas S.A. et al. · indexed
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Eye movements and hazard perception in active and passive driving ↗ · 2015 · Mackenzie, Andrew K. et al. · indexed
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Increased visual and cognitive demands emphasize the importance of meeting visual needs at all distances while driving · 2020 · Patoine, Amigale et al. · archived
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Maintaining Lane Position with Peripheral Vision during In-Vehicle Tasks ↗ · 1996 · Summala, Heikki et al. · indexed
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Visual Scanning Training for Older Drivers: A Literature Review · 2018 · Lococo, Kathy H. et al. · archived
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Increased visual and cognitive demands emphasize the importance of meeting visual needs at all distances while driving · 2021 · Patoine, Amigale et al. · archived
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Analysis of relationship between characteristics of driver's eye movements and visual scene in driving events ↗ · 2011 · Miyoshi, Tetsuya et al. · indexed
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Characterizing visual attention during driving and non-driving hazard perception tasks in a simulated environment ↗ · 2014 · Mackenzie, Andrew K. et al. · indexed
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Two’s a Crowd: Factors Affecting Time-to-Collision Estimations of Multiple Approaching Vehicles ↗ · 2025 · Oliver, Myriam et al. · indexed
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Analysis of hazard perception characteristics based on driving behavior considering overt and covert hazard scenarios ↗ · 2022 · Wei, Tianzheng et al. · indexed
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Effects of hazard types on drivers’ risk rating and hazard response in a video-based hazard perception task ↗ · 2019 · Sun, Long et al. · indexed
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Car Drivers' Pattern of Eye Fixations on the Road and in the Laboratory ↗ · 1981 · Cohen, Amos S. · indexed
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Hazard perception of stroke drivers in a video-based Japanese hazard perception task ↗ · 2019 · Sasaki, Tsutomu et al. · indexed
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The Effects of Distraction on Anticipatory Driving · 2018 · He, Dengbo et al. · archived
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The knowledge base of the oculomotor system · 1997 · Land, Michael F. et al. · archived
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Correction: Effects of hazard types on drivers' risk rating and hazard response in a video-based hazard perception task ↗ · 2019 · Staff, The PLOS ONE · indexed
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Auditory Information Improves Time-to-collision Estimation for Accelerating Vehicles · 2023 · Wessels, Marlene et al. · archived
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Speed-of-Processing and Driving Simulator Training Result in Improved Driving Performance ↗ · 2003 · Roenker, Daniel L. et al. · indexed
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Examining Distracted Drivers' Underestimation of Time and Overestimation of Speed · 2017 · Knodler, Michael A. et al. · archived
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A comprehensive safety analysis for gaze fixation of drivers to outside scene · 2022 · Sarkar, Abhijit · archived
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Changes in Extent of Spatial Attention with Increased Workload in Dual-Task Driving ↗ · 2010 · Bian, Zheng et al. · indexed
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Observation of Gap Acceptance During Intersection Approach ↗ · 2007 · Cody, Delphine et al. · indexed
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Watch out for the hazard! Blurring peripheral vision facilitates hazard perception in driving ↗ · 2020 · Ryu, Donghyun et al. · indexed
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Should I stay or should I go? Evidence accumulation drives decision making in human drivers · 2020 · Abbink, David A. · archived
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Should I stay or should I go? Evidence accumulation drives decision making in human drivers ↗ · 2020 · Zgonnikov, Arkady et al. · indexed
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Detection of Road Hazards by Novice Teen and Experienced Adult Drivers ↗ · 2008 · Lee, Suzanne E. et al. · indexed
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Anticipatory Driving in Automated Vehicles: The Effects of Driving Experience and Distraction · 2023 · He, Dengbo et al. · archived
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Research on drivers' hazard perception and visual characteristics before vehicle-to-powered two-wheeler collisions ↗ · 2025 · Wu, Xianhui et al. · indexed
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Distance Perception Characteristics of Drivers in Tunnel Environment ↗ · 2023 · Chen, Yunteng et al. · indexed
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Examining drivers' eye glance patterns during distracted driving: Insights from scanning randomness and glance transition matrix ↗ · 2017 · Wang, Yuan et al. · indexed
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Mirror-based perception: are male drivers accurately estimating the distance and speed of motorized two-wheelers? ↗ · 2026 · Barat, Anik et al. · indexed
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Visual Demand Evaluation Methods for In-Vehicle Interfaces ↗ · 2012 · Pettitt, Michael et al. · indexed
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Investigation of Time and Speed Perception using a Driving Simulator ↗ · 2018 · Keklikoglou, Andronikos et al. · indexed
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Relationship Between Motor Vehicle Collisions and Results of Perimetry, Useful Field of View, and Driving Simulation in Drivers With Glaucoma ↗ · 2015 · Tatham, Andrew J. et al. · indexed
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Gaze direction when driving after dark on main and residential roads: Where is the dominant location? ↗ · 2016 · Winter, J et al. · indexed
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Visual demand of curves and fog-limited sight distance and its relationship to brake response time. · 2006 · Cullinane, Brian et al. · archived
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Driver Gaze Fixation and Pattern Analysis in Safety Critical Events ↗ · 2023 · Bhagat, Hirva et al. · indexed
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Prediction and perception of hazards in professional drivers: Does hazard perception skill differ between safe and less-safe fire-appliance drivers? ↗ · 2018 · Crundall, David et al. · indexed
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Visual Demand Evaluation Methods for In-Vehicle Interfaces ↗ · 2010 · Pettitt, Michael et al. · indexed
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Time-to-Arrival and Useful Field of View: Associations with Reported Driving Difficulties Among Older Adults ↗ · 2007 · Marmeleira, José F et al. · indexed
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Exploring the effects of driving experience on hazard awareness and risk perception via real-time hazard identification, hazard classification, and rating tasks ↗ · 2013 · Borowsky, Avinoam et al. · indexed
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Could driving help us to “see better”? A comparative assessment of saccadic efficiency, visual speed, and attention ↗ · 2024 · Gené-Sampedro, Andrés et al. · indexed
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Evaluation of the Effectiveness of a Gaze-Based Training Intervention on Latent Hazard Anticipation Skills for Young Drivers: A Driving Simulator Study · 2018 · Yamani, Yusuke et al. · archived
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Anticipation and the adaptive control of safety margins in driving ↗ · 1999 · HULST, MONIQUE VAN DER · indexed
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Differential contribution of velocity and distance to time estimation during self-initiated time-to-collision judgment ↗ · 2015 · Li, You et al. · indexed
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A brief pc-based hazard prediction training program improves young novice drivers' hazard perception skills ↗ · 2024 · Kint, Sander Thomas van der et al. · indexed
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A Framework for Modelling and Analysing Variability in Visual Occlusion Experiments ↗ · 2013 · Chen, Huei-Yen Winnie et al. · indexed
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Useful Field of View Impairments in Drivers with Obstructive Sleep Apnea ↗ · 2009 · Tippin, Jon et al. · indexed
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Hazard perception in driving style based on virtual reality technology ↗ · 2022 · He, Wu et al. · indexed
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Drivers’ Attention Strategies before Eyes-off-Road in Different Traffic Scenarios: Adaptation and Anticipation ↗ · 2021 · Liu, Zhuofan et al. · indexed
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A comparison of the hazard perception ability of matched groups of healthy drivers aged 35 to 55, 65 to 74, and 75 to 84 years ↗ · 2009 · HORSWILL, MARK S. et al. · indexed
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Classification of Eye Movement and Its Application in Driving Based on a Refined Pre-Processing and Machine Learning Algorithm ↗ · 2021 · Li, Xiansheng et al. · indexed
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A novel driving assessment combining hazard perception, hazard prediction and theory questions ↗ · 2021 · Crundall, David et al. · indexed
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Design of an Experiment to Pinpoint Cognitive Failure Processes in the Interaction of Motorists and Vulnerable Road Users ↗ · 2023 · Denk, Florian et al. · indexed
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Effects of Size on Collision Perception and Implications for Perceptual Theory and Transportation Safety ↗ · 2013 · DeLucia, Patricia R. · indexed
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Expert Drivers’ Prospective Thinking-Aloud to Enhance Automated Driving Technologies – Investigating Uncertainty and Anticipation in Traffic ↗ · 2020 · Grahn, Hilkka et al. · indexed
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The Occlusion Procedure for Assessing in-Vehicle Telematics: Tests of Current Vehicle Systems ↗ · 2006 · Harbluk, J.L. et al. · indexed
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Study on Hazard Perception of Malaysian Drivers ↗ · 2014 · Syed Shazali, Syed Tarmizi et al. · indexed
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Assessing Driving Performance with Moderate Visual Field Loss ↗ · 2005 · Bowers, Alex et al. · indexed
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Modelling level 1 situation awareness in driving: A cognitive architecture approach · 2024 · Rehman, Umair et al. · archived
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Peripheral Visual Feedback: A Powerful Means of Supporting Effective Attention Allocation in Event-Driven, Data-Rich Environments ↗ · 2001 · Nikolic, Mark I. et al. · indexed
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Eye Tracking in Driver Attention Research—How Gaze Data Interpretations Influence What We Learn ↗ · 2021 · Ahlström, Christer et al. · indexed
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Using Situation Awareness as a Measure of Driver Hazard Perception Ability ↗ · 2017 · Katrahmani, Atefeh et al. · indexed
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Influence of Road Geometry on Driver’s Gaze Behavior on Motorways ↗ · 2019 · Hristov, Borislav · indexed
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Testing Senders’ Visual Occlusion Model: Do Operators (Drivers) Really Predict During Visual Occlusion? ↗ · 2022 · Chen, Huei-Yen Winnie et al. · indexed
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Identifying and remedying failures of hazard anticipation in novice drivers ↗ · 2021 · Yamani, Yusuke et al. · indexed
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A Prospective, Population-Based Study of the Role of Visual Impairment in Motor Vehicle Crashes among Older Drivers: The SEE Study · 2007 · Rubin, Gary S. et al. · archived
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‘I didn't see that coming’: simulated visual fields and driving hazard perception test performance ↗ · 2016 · Glen, Fiona C et al. · indexed
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Occlusion Paradigm as a Tool to Assess Visual Distraction from In-Vehicle Telematics ↗ · 2002 · Frank, Tracy L. et al. · indexed
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Hey, watch where you’re going! An on-road study of driver scanning failures towards pedestrians and cyclists ↗ · 2021 · Kaya, Nazli et al. · indexed
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Measuring Distraction at the Levels of Tactical and Strategic Control: The Limits of Capacity-Based Measures for Revealing Unsafe Visual Sampling Models · 2011 · Kujala, Tuomo et al. · archived
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Does Affective Content of Sounds Affect Auditory Time-to-collision Estimation? ↗ · 2021 · Braly, Adam M. et al. · indexed
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Drivers’ Visual Attention Characteristics under Different Cognitive Workloads: An On-Road Driving Behavior Study ↗ · 2020 · Ma, Yanli et al. · indexed
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Visual motion perception and driving hazard visibility at night-time ↗ · 2025 · Kennon, Catherine et al. · indexed
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When Nurses in an Emergency Situation Look for a Medical Item But Fail to See It ↗ · 2024 · Almulhis, Riyadh Saleh H. et al. · indexed
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Theoretical interpretation of drivers’ gaze strategy influenced by optical flow ↗ · 2021 · Okafuji, Yuki et al. · indexed
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Pilot Test for the Relationship between Drivers’ Hazard Perception Ability and Cognitive Traits of Empathizing-Systemizing ↗ · 2019 · Danno, Mikio · indexed
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EEG correlates of active visual search during simulated driving: An exploratory study · 2014 · Renold, Hadrien et al. · archived
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Impact of the geometric field of view on drivers’ speed perception and lateral position in driving simulators · 2020 · Hussain, Qinaat et al. · archived
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Pursuit Eye-Movements in Curve Driving Differentiate between Future Path and Tangent Point Models ↗ · 2013 · Lappi, Otto et al. · indexed
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Formation and Evaluation of Act and Anticipate Hazard Perception Training (AAHPT) Intervention for Young Novice Drivers ↗ · 2013 · Meir, Anat et al. · indexed
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STUDY ON THE DRIVING GAZE SHIFT CHARACTERISTICS OF VISION INTERESTING AREA ON MOUNTAINOUS ROAD ↗ · 2023 · Meng, Yunwei et al. · indexed
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Drivers’ visual scanning behavior at signalized and unsignalized intersections: A naturalistic driving study in China ↗ · 2019 · Li, Guofa et al. · indexed
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Attentional Differences in a Driving Hazard Perception Task in Adults with Autism Spectrum Disorders ↗ · 2016 · Sheppard, Elizabeth et al. · indexed
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The Effect of Simulated Cataracts on Drivers’ Hazard Perception Ability ↗ · 2008 · Marrington, Shelby A. et al. · indexed
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Implicit Driving Cues for Coordinating Actions When Sharing Spaces ↗ · 2026 · Hensch, Ann-Christin et al. · indexed
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Improvement of Driving Simulator Eye Tracking Software · 2019 · Davis, Brian et al. · archived
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Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism ↗ · 2021 · Zhu, Haibei et al. · indexed
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A thousand years of crash experience in three hours: An online hazard perception training course for drivers ↗ · 2021 · Horswill, Mark S. et al. · indexed
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Visual Eye Gaze While Cycling: Analyzing Eye Tracking at Signalized Intersections in Urban Conditions ↗ · 2019 · Rupi, Federico et al. · indexed
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Near Peripheral Motion Contrast Threshold Predicts Older Drivers' Driving Simulator Performance ↗ · 2009 · Henderson, Steven et al. · indexed
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Creating Scanning Pattern Maps of Driver Fixations During Hazards ↗ · 2013 · Hardy, A. F. et al. · indexed
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Exploration of Pedestrian Gap-Acceptance Behavior at Selected Locations ↗ · 2006 · Brewer, Marcus A. et al. · indexed
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Roles of motion perception and visual acuity for driving hazard perception ↗ · 2018 · Moharrer, Mojtaba et al. · indexed
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Evaluation of an Updated Version of the Risk Awareness and Perception Training Program for Young Drivers · 2017 · Thomas, F. Dennis et al. · archived
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Predicting Future Driving Decisions in an Accident Situation From Videos: A Combined Behavioral, Eye Gaze, and Computational Analysis ↗ · 2024 · Ryu, Hoe Sung et al. · indexed
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Exploration of Pedestrian Gap-Acceptance Behavior at Selected Locations ↗ · 2006 · Brewer, Marcus A. et al. · indexed
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Extending Analysis of Older Drivers’ Scanning Patterns at Intersections ↗ · 2016 · Yamani, Yusuke et al. · indexed
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Not All Hazards are Created Equal: The Significance of Hazards in Inattentional Blindness for Static Driving Scenes ↗ · 2015 · Pammer, Kristen et al. · indexed
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Impact of superior and inferior visual field loss on hazard detection in a computer-based driving test ↗ · 2014 · Glen, Fiona C et al. · indexed
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Visual attention and driving behavior of male autistic individuals while encountering driving hazards: A driving simulator study ↗ · 2026 · Mamo, Wondwesen Girma et al. · indexed
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Visual Prediction of Driver Behavior in Shared Road Areas ↗ · 2021 · Gawronski, Peter et al. · indexed
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Attentional Biases during Steering Behavior · 2013 · Bieg, Hans-Joachim et al. · archived
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Office-Based Assessment of At-Risk Driving in Older Adults With and Without Cognitive Impairment ↗ · 2016 · Stern, Robert A. et al. · indexed
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The Static and Dynamic Analyses of Drivers’ Gaze Movement Using VR Driving Simulator ↗ · 2022 · Chung, Ji-Yong et al. · indexed
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Assessing the visual and cognitive demands of in-vehicle information systems · 2019 · Strayer, DL et al. · archived
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What does the driver look at? The influence of intersection characteristics on attention allocation and driving behavior ↗ · 2011 · Werneke, Julia et al. · indexed
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Driver’s Mental Models of Advanced Vehicle Technologies: A Proposed Framework for Identifying and Predicting Operator Errors · 2021 · Pradhan, Anuj K. et al. · archived
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Assessing the validity of situation awareness measures through visual behaviours in car driving: A comprehensive review ↗ · 2026 · Pelerin, Maëlle et al. · indexed
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Field and Simulator Evaluations of a PC-Based Attention Maintenance Training Program · 2011 · Thomas, F. Dennis et al. · archived
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Development of Gap Acceptance Fuzzy Models Using Data from Driving Simulator Experiments ↗ · 2011 · Rossi, Riccardo et al. · indexed
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Toward Real-Time Estimation of Driver Situation Awareness: An Eye-tracking Approach based on Moving Objects of Interest ↗ · 2020 · Kim, Hyungil et al. · indexed
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Computer-based hazard perception test scores are associated with the frequency of heavy braking in everyday driving ↗ · 2019 · Hill, Andrew et al. · indexed
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Are you in the loop? Using gaze dispersion to understand driver visual attention during vehicle automation · 2017 · Louw, Tyron et al. · archived
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Predicting Drivers’ Eyes-Off-Road Duration in Different Driving Scenarios ↗ · 2018 · Yuan, Wei et al. · indexed
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Extending the Detection Response Task to Simultaneously Measure Cognitive and Visual Task Demands ↗ · 2016 · Strayer, David L. · indexed
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The Effect of External Distractions on Novice and Experienced Drivers' Anticipation of Hazards and Vehicle Control · 2023 · Divekar, Gautam · archived
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Drivers use active gaze to monitor waypoints during automated driving ↗ · 2020 · Mole, Callum et al. · indexed
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The effect of cognitive distraction on perception-response time to unexpected abrupt and gradually onset roadway hazards ↗ · 2019 · D’Addario, Pamela et al. · indexed
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A general formulation for time-to-collision safety indicator ↗ · 2012 · Saffarzadeh, Mahmoud et al. · indexed
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BEI's Driver Skill Enhancement Program (D-SEP): Brief Review of Experimental Mini-Program and Conclusions ↗ · 2001 · Bogdonoff, Seymour M · indexed
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How is Driving-Related Attention in Driving with Visual Secondary Tasks Controlled? Evidence for Top-Down Attentional Control ↗ · 2017 · Metz, Barbara et al. · indexed
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The effects of brief visual interruption tasks on drivers’ ability to resume their visual search for a pre-cued hazard ↗ · 2016 · Borowsky, Avinoam et al. · indexed
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Looking Inside Out: Anticipating Driver Intent From Videos ↗ · 2024 · Kung, Yung-Chi et al. · indexed
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Eye glances towards conflict-relevant cues: the roles of anticipatory competence and driver experience ↗ · 2019 · Stahl, Patrick et al. · indexed
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Change blindness in simulated driving in individuals with homonymous visual field loss · 2022 · Swan, Garrett et al. · archived
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Effect of the restricted visual field on mental workload during automobile driving ↗ · 2025 · Chihara, Takanori et al. · indexed
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Considerations When Calculating Percent Road Centre From Eye Movement Data in Driver Distraction Monitoring · 2009 · Ahlstrom, Christer et al. · archived
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Reducing Contrast Makes Speeds in a Video-Based Driving Simulator Harder to Discriminate as Well as Making Them Appear Slower ↗ · 2008 · Horswill, Mark S et al. · indexed
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Mapping Visual Fields in a Panoramic Driving Simulator Under Different Task Loads in Patients with Glaucoma ↗ · 2019 · Ghate, Deepta et al. · indexed
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Artificial Optic Flow Guides Visual Attention in a Driving Scene ↗ · 2019 · Higuchi, Yoko et al. · indexed
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Three-dimensional multiple object tracking improves young adult cognitive abilities associated with driving: evidence for transfer to the useful field of view ↗ · 2022 · Michaels, Jesse et al. · indexed
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The correlation between drivers’ road familiarity and glance behavior using real vehicle experimental data and mathematical models ↗ · 2024 · Huang, Jing et al. · indexed
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The Impact of Driver’s Mental Models of Advanced Vehicle Technologies on Safety and Performance · 2020 · AAA Foundation for Traffic Safety · archived
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What Can Be Predicted from Six Seconds of Driver Glances? · 2017 · Fridman, Lex et al. · archived
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Functional Neural Correlates of a Useful Field of View (UFOV)-Based fMRI Task in Older Adults ↗ · 2021 · Kraft, Jessica N. et al. · indexed
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Using Markov Chains to Understand the Sequence of Drivers' Gaze Transitions During Lane-Changes in Automated Driving ↗ · 2019 · Gonçalves, Rafael et al. · indexed
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The effect of distraction, response mode and age on peripheral target detection to inform studies of lighting for driving ↗ · 2020 · Fotios, S et al. · indexed
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A new method for categorizing scanpaths from eye tracking data · 2016 · Haass, Michael Joseph et al. · archived
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Impact of Geometry and Operations on Left-Turn Gap Acceptance at Signalized Intersections with Permissive Indication ↗ · 2021 · Claros, Boris et al. · indexed
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Effects of Inaccurate Gaze Behavior on Young Drivers’ Hazard Anticipation ↗ · 2019 · Yahoodik, Sarah et al. · indexed
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Impact of information bandwidth of in-vehicle technologies on drivers' attention maintenance performance: A driving simulator study ↗ · 2018 · Yamani, Yusuke et al. · indexed
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Driver Visual Behavior in the Presence of Commercial Electronic Variable Message Signs (CEVMS) · 2012 · Perez, William A. et al. · archived
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Drivers’ hazard perception analysis based on logistic regression and Cochran–Mantel–Haenszel test ↗ · 2016 · Li, Haoran et al. · indexed
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Simulation of Driving in Low-Visibility Conditions: Does Stereopsis Improve Speed Perception? ↗ · 2015 · Brooks, Kevin R et al. · indexed
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Can Young Drivers Learn to Anticipate Hidden Hazards: A Driving Simulator Study · 2013 · Samuel, Siby et al. · archived
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Traffic sense—which factors influence the skill to predict the development of traffic scenes? ↗ · 2003 · Vogel, Katja et al. · indexed
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Where to gaze during take-over: Eye gaze strategy analysis of different situation awareness and hazard perception levels ↗ · 2023 · Ding, Wen et al. · indexed
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Real-time driving manoeuvre prediction using IO-HMM and driver cephalo-ocular behaviour ↗ · 2017 · Zabihi, S.M. et al. · indexed
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In-vehicle displays to support driver anticipation of traffic conflicts in automated vehicles · 2021 · He, Dengbo et al. · archived
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Signal evaluation environment: a new method for the design of peripheral in-vehicle warning signals ↗ · 2011 · Werneke, Julia et al. · indexed
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Context-Dependent Modulations of Spatial Attention: A Simulated Driving Task ↗ · 2024 · Britt, Noah et al. · indexed
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The relationship between central and mid-peripheral motion perception and the hazard perception ability of older drivers ↗ · 2023 · Sepulveda, Juan A. et al. · indexed
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Decision Anticipation for Driving Assistance Systems ↗ · 2020 · Amadori, Pierluigi Vito et al. · indexed
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Saliency-Based Attention Shifting: A Framework for Improving Driver Situational Awareness of Out-of-Label Hazards · 2025 · Shleibik, Yousra et al. · archived
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Driver Inattention Detection based on Eye Gaze—Road Event Correlation ↗ · 2009 · Fletcher, Luke et al. · indexed
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Allocating Visual Attention: How Relevance to Driving Impacts Attention when Drivers are Distracted ↗ · 2011 · Garrison, Teena · indexed
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Gaze guidance reduces the number of vehicle-pedestrian collisions in a driving simulator ↗ · 2011 · Pomarjanschi, Laura et al. · indexed
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Study on Novice Drivers' Fixation Features under Different Car-Following Risk Levels ↗ · 2014 · Zhang, Meng Hang et al. · indexed
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Validation of the European visual field standards for driving: A driving simulator‐based study ↗ · 2024 · Sudmann, Thea Melsen et al. · indexed
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Modeling drivers’ dilemma at unsignalized T-intersections under mixed traffic conditions: A case study from India ↗ · 2024 · Pawar, Nishant Mukund et al. · indexed
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Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism · 2021 · Zhu, Haibei et al. · archived
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Young Adults With Developmental Coordination Disorder Adopt a Different Visual Strategy During a Hazard Perception Test for Cyclists ↗ · 2021 · Warlop, Griet et al. · indexed
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Unequal allocation of overt and covert attention in Multiple Object Tracking ↗ · 2022 · Hadjipanayi, Veronica et al. · indexed
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Visual Attention and Older Drivers: The Contribution of Inhibition of Return to Safe Driving ↗ · 2006 · Bédard, Michel et al. · indexed
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The effects of automation level and takeover lead time on time-to-collision judgments ↗ · 2025 · Wilson, Evelyn et al. · indexed
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The effects of cognitive distraction on behavioural, oculomotor and electrophysiological metrics during a driving hazard perception task ↗ · 2020 · Savage, Steven W. et al. · indexed
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Probing the deployment of peripheral visual attention during obstacle-crossing planning ↗ · 2022 · Malik, Raza N. et al. · indexed
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Assessing Methods of Enhancing Older Driver Performance · 2013 · Mehler, Bruce · archived
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Economical Visual Attention Test for Elderly Drivers · 2020 · Onishi, Akinari · archived
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Gaze Behavior During Simulated Driving: Elements for a Visual Driving Aid ↗ · 2005 · Mestre, Daniel R et al. · indexed
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A merging interaction model explains human drivers' behaviour from input signals to decisions · 2023 · Abbink, David A. · archived
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A Field Study on the Impact of Variations in Short-Term Memory Demands on Drivers’ Visual Attention and Driving Performance Across Three Age Groups ↗ · 2012 · Reimer, Bryan et al. · indexed
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Humans use Optokinetic Eye Movements to Track Waypoints for Steering ↗ · 2020 · Lappi, Otto et al. · indexed
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Following Expert’s Eyes: Evaluation of the Effectiveness of a Gaze-Based Training Intervention on Young Drivers’ Latent Hazard Anticipation Skills ↗ · 2017 · Yamani, Yusuke et al. · indexed
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Measurement on Reaction Time of Visual Attention in Depth during Driving ↗ · 2013 · Xia, Ru Ting et al. · indexed
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Intelligent Assessment and Training of Hazard Perception for Human Drivers and Autonomous Vehicles Using Deep Reinforcement Learning and Hierarchical Clustering ↗ · 2024 · Bizhe, Navid et al. · indexed
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A First Step toward the Understanding of Implicit Learning of Hazard Anticipation in Inexperienced Road Users Through a Moped-Riding Simulator ↗ · 2017 · Tagliabue, Mariaelena et al. · indexed
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Can Stroboscopic Training Improve Time-to-Collision Judgments of Approaching Objects? ↗ · 2017 · Braly, Adam M. et al. · indexed
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Exploring pedestrian gap acceptance behaviour using immersive CAVE experiments: A multilevel logit regression ↗ · 2026 · Zhu, Manman et al. · indexed
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Head Scanning by Drivers With Left Homonymous Visual Field Loss: A Naturalistic Driving Pilot Study ↗ · 2026 · Choe, Seonggyu et al. · indexed
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Mapping drivers’ mental models of adaptive cruise control to performance ↗ · 2021 · Gaspar, John et al. · indexed
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A model of dyadic merging interactions explains human drivers’ behavior from control inputs to decisions · 2024 · Abbink, David A. · archived
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Human Factors of Visual and Cognitive Performance in Driving · 2008 · Castro, Cándida · archived
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Evaluating In-Car Tasks’ Distraction Effects with Drive-In Lab · 2025 · Kujala, Tuomo et al. · archived
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Advanced vehicle technology: Mapping mental model accuracy and system exposure to driver behavior ↗ · 2021 · Benson, Aaron et al. · indexed
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Model-Based Prediction of Operation Consequences When Driving a Car to Compensate for a Partially Restricted Visual Field by A-Pillars ↗ · 2021 · Ueda, Sayako et al. · indexed
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Where to Look? VR Gaze-Based Analysis in Adverse Weather Driving ↗ · 2025 · Bang, Junsik et al. · indexed
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Visual attention as a predictor of on-road driving performance of older drivers ↗ · 2007 · Baldock, Matthew Robert Justin et al. · indexed
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Assessment of Attentional Workload while Driving by Eye-fixation-related Potentials ↗ · 2012 · TAKEDA, Yuji et al. · indexed
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Visual Strategies Used for Time-to-Arrival Judgments in Driving ↗ · 2010 · van Loon, Editha M et al. · indexed
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Detecting the Deceleration of a Lead Car during Active Control of Virtual Self Motion ↗ · 2007 · Tharanathan, Anand et al. · indexed
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Perception of Intention in Traffic Environments: A Systematic Review ↗ · 2022 · Petersen, Christine M. et al. · indexed
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A brief office-based hazard perception intervention for drivers with ADHD symptoms ↗ · 2010 · Poulsen, Anne A. et al. · indexed
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Influence of Driver’s Career and Secondary Cognitive Task on Visual Search Behavior in Driving: A Dual-Task Paradigm · 2015 · Lee, Hye-In et al. · archived
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Validating two assessment strategies for visual and cognitive load in a simulated driving task · 2016 · Castro, S et al. · archived
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USING EYE TRACKING TECHNOLOGY TO EXPLORE SCANNING ABILITIES OF OLD & YOUNG ADULTS ON INTERACTIVE DRIVING SIMULATORS ↗ · 2018 · Dickerson, A et al. · indexed
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The longer-term effects of a brief hazard perception training intervention in older drivers. ↗ · 2015 · Horswill, Mark S. et al. · indexed
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Spare visual capacity and driver inattention in dynamic car following scenarios ↗ · 2024 · Kujala, Tuomo et al. · indexed
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The effect of peripheral visual feedforward system in enhancing situation awareness and mitigating motion sickness in fully automated driving ↗ · 2018 · Karjanto, Juffrizal et al. · indexed
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You look familiar: Learner driver hazard identification on familiar and unfamiliar roads ↗ · 2019 · Wynne, Rachael A. et al. · indexed
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GENDER DIFFERENCES IN DRIVERS' GAZE BEHAVIOR WHILE DRIVING THROUGH CROSSWALKS ↗ · 2026 · Hristov, Borislav et al. · indexed
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Evaluation of Visual Risk Perception of Automated Driving Tasks by Analyzing Gaze Pattern Dispersion ↗ · 2024 · Liu, Chao et al. · indexed
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Pilot Study on Gaze Characteristics of Older Drivers While Watching Driving Movies ↗ · 2024 · Kawabata, Kaori et al. · indexed
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A Driving Simulator Study to Examine the Role of Vehicle Acoustics on Drivers’ Speed Perception · 2011 · Merat, Natasha et al. · archived
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Age-Related Differences in Vehicle Control and Eye Movement Patterns at Intersections: Older and Middle-Aged Drivers · 2016 · Yamani, Yusuke et al. · archived
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Learner drivers (and their parent-supervisors) benefit from an online hazard perception course incorporating evidence-based training strategies and extensive crash footage ↗ · 2021 · Horswill, Mark S. et al. · indexed
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Cardiac Measures of Driver Workload during Simulated Driving with and without Visual Occlusion ↗ · 2003 · Backs, Richard W et al. · indexed
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The Effect of Visual Clutter on Driver Eye Glance Behavior ↗ · 2011 · Perez, William et al. · indexed
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Processing of complex traffic scenes for effective steering and collision avoidance: a perspective, from research on locomotion · 2024 · Wann, John P. · archived
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Hazard Perception and Distraction in Novice Drivers: Effects of 12 Months Driving Experience ↗ · 2011 · Pradhan, Anuj et al. · indexed
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Spatially Biased Eye Movements in Older Drivers with Glaucoma and Visual Field Defects ↗ · 2019 · Anderson, David et al. · indexed
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Effects of alcohol intoxication goggles (fatal vision goggles) with a concurrent cognitive task on simulated driving performance · 2019 · Irwin, Christopher et al. · archived
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Long-Term Effects of Hazard Anticipation Training on Novice Drivers Measured on the Open Road ↗ · 2011 · Taylor, Thalia et al. · indexed
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Gap-Acceptance Behavior at Priority Intersection: Field Observations Versus Experiments with Driving Simulator ↗ · 2011 · Rossi, Riccardo et al. · indexed
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Comparison of Anticipatory Glancing and Risk Mitigation of Novice Drivers and Exemplary Drivers when Approaching Curves ↗ · 2013 · Muttart, Jeffrey W et al. · indexed
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Driving With Hemianopia VII: Predicting Hazard Detection With Gaze and Head Scan Magnitude ↗ · 2021 · Swan, Garrett et al. · indexed
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A Potential Case of Inattentional Blindness in a Police-Pursuit Collision ↗ · 2020 · Martin, Jeffrey A. · indexed
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Road dependent driver eye movements under real driving conditions by electrooculography ↗ · 2013 · Ebrahim, P. et al. · indexed
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Visual attention in realistic driving situations: Attentional capture and hazard prediction ↗ · 2021 · Muela, Ismael et al. · indexed
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An Investigation on the Influence of Operation Experience on Virtual Hazard Perception Using Wearable Eye Tracking Technology ↗ · 2022 · Li, Siyu et al. · indexed
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Merging in a Coupled Driving Simulator: How do drivers resolve conflicts? · 2023 · Abbink, David A. · archived
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55 Rides: attention annotated head and gaze data during naturalistic driving ↗ · 2021 · Kübler, Thomas C et al. · indexed
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Multi-level Analysis of Distracted Drivers’ Glances: Enhancing the Robustness of the NHTSA Acceptance Criteria ↗ · 2017 · Lee, Ja Young et al. · indexed
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Driving Context Sensitivity: An Endogenous Concept for Capturing Intra-driver Heterogeneity ↗ · 2026 · Mohammadian, Saeed et al. · indexed
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How do Environmental Factors Affect Drivers' Gaze and Head Movements? · 2021 · Tavakoli, Arash et al. · archived
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A Survey of Eye Tracking in Automobile and Aviation Studies: Implications for Eye-Tracking Studies in Marine Operations · 2021 · Mao, Runze et al. · archived
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Exploring the relationship between oculomotor preparation and gaze-cued covert shifts in attention ↗ · 2022 · Parker, Samantha et al. · indexed
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A pre-drive ocular assessment predicts alertness and driving impairment: A naturalistic driving study in shift workers ↗ · 2019 · Mulhall, Megan D. et al. · indexed
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The Relationship Between Visual Abilities and Driving Habits Among Older Drivers: A LongROAD Study · 2018 · AAA Foundation for Traffic Safety · archived
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Robust and continuous estimation of driver gaze zone by dynamic analysis of multiple face videos ↗ · 2014 · Tawari, Ashish et al. · indexed
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Evaluation of Driver Visual Demand on Three-Dimensional Rural Highway Alignments ↗ · 2021 · He, Wen Long · indexed
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Analysis of Naturalistic Driving Study Data: Safer Glances, Driver Inattention, and Crash Risk ↗ · 2014 · Victor, Trent et al. · indexed
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Driving Scenes test of the Neuropsychological Assessment Battery (NAB) and on-road driving performance in aging and very mild dementia ↗ · 2004 · Brown, Lou Ann S. et al. · indexed
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Minimum Time to Situation Awareness in Scenarios Involving Transfer of Control from an Automated Driving Suite ↗ · 2016 · Samuel, Siby et al. · indexed
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The Driving Process in Traffic Psychology: Digital Needs to Re-Explore Theory ↗ · 2024 · Størseth, Fred · indexed
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The Visual Scanning Behavior and Mental Workload of Drivers at Prairie Highway Intersections With Different Characteristics ↗ · 2022 · Lyu, Zhen et al. · indexed
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Spatial cueing effects do not always index attentional capture: Evidence for a Priority Accumulation Framework ↗ · 2020 · Darnell, Maya et al. · indexed
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Refixation behavior in naturalistic viewing: Methods, mechanisms, and neural correlates ↗ · 2024 · Nikolaev, Andrey R. et al. · indexed
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A study on designing driver's operation support system using driving environment-driver-vehicle interaction model ↗ · 2002 · Takahashi, H. · indexed
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Investigating factors influencing drivers' speed selection behavior under reduced visibility conditions ↗ · 2018 · Zhang, Weihua et al. · indexed
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Microsaccades track shifting but not necessarily maintaining covert visual-spatial attention ↗ · 2025 · van Harmelen, Anna M et al. · indexed
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Population distributions of time to collision at brake application during car following from naturalistic driving data ↗ · 2015 · Kusano, Kristofer D. et al. · indexed
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Using Video Analytics to Automatically Annotate Driver Behavior and Context in Naturalistic Driving Data · 2024 · Sarkar, Abhijit et al. · archived
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Evaluating bicyclists’ risk perception using video clips: Comparison of frequent and infrequent city cyclists ↗ · 2016 · Lehtonen, Esko et al. · indexed
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A prediction-based reactive driving strategy for highly automated driving function on freeways ↗ · 2014 · Bahram, Mohammad et al. · indexed
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Exploring Generalizability of Field Experiment Radio Tasks with Naturalistic Driving Data ↗ · 2016 · Seaman, Sean et al. · indexed
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Using Driving Simulators in Road DesignA Road Safety Study of Merging Traffic in Tunnels · 2015 · Patten, Christopher JD · archived
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Effect of Driving Experience on Change Detection Based on Target Relevance and Size · 2013 · Mueller, Alexandra S et al. · archived
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From Awareness to Intent: Mitigating Silent Driving System Failures through Prospective Situation Awareness Enhancing Interfaces · 2026 · Wang, Jiyao et al. · archived
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RiskNet: interaction-aware risk forecasting for autonomous driving in long-tail scenarios · 2025 · Liu, Qichao et al. · archived
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Driving Behavior during Left-Turn Maneuvers at Intersections on Left-Hand Traffic Roads ↗ · 2024 · Matsui, Yasuhiro et al. · indexed
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Openness to experience predicts eye movement behavior during scene viewing · 2024 · Wyche, Nicholas J. et al. · archived
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The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots · 2023 · Ayala, Naila et al. · archived
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A visual comparison of gaze behavior from pedestrians and cyclists ↗ · 2018 · Trefzger, Mathias et al. · indexed
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Minding the Gap: Effects of an Attention Maintenance Training Program on Driver Calibration ↗ · 2020 · Unverricht, James et al. · indexed
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Situation awareness in remote operators of autonomous vehicles: Developing a taxonomy of situation awareness in video-relays of driving scenes ↗ · 2021 · Mutzenich, Clare et al. · indexed
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Implicit Calibration of Point-of-Gaze on Scene Image Using Smooth-Pursuit Eye Movements for Driver Monitoring ↗ · 2025 · Nakazawa, Riku et al. · indexed
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Exploring drivers’ mental workload and visual demand while using an in-vehicle HMI for eco-safe driving ↗ · 2020 · Li, Xiaomeng et al. · indexed
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Study of Driver's Perception in Driving Tasks Based on Naturalistic Driving Experiments and fNIRS Measurement ↗ · 2025 · Li, Bilu et al. · indexed
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Uncertainty-Aware Driver Trajectory Prediction at Urban Intersections ↗ · 2019 · Huang, Xin et al. · indexed
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Drivers' judgments of the effect of headlight glare on their ability to see pedestrians at night ↗ · 2015 · Borzendowski, Stephanie A. Whetsel et al. · indexed
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Cognitive Attention Models for Driver Engagement in Intelligent and Semi-autonomous Vehicles · 2018 · Lee, John D. et al. · archived
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Improving Methods to Measure Attentiveness through Driver Monitoring · 2022 · NHTSA · archived
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A novel hazard avoidance model based on young drivers’ characteristics: A driving simulator study ↗ · 2024 · Asadamraji, Morteza et al. · indexed
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In-Depth Investigation of Contributing Factors to Car-Motorcycle Accidents in Budapest City · 2019 · Danish, Farooq et al. · archived
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Predicting driver adaptability: a computational rationality model for attention allocation in lateral vehicle control ↗ · 2026 · Hautaoja, Toni · indexed
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Daytime and Nighttime Passing Maneuvers on a Two-Lane Rural Road in Spain ↗ · 2013 · Llorca, Carlos et al. · indexed
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Gaze Control During Simulator Driving in Adolescents With and Without Attention Deficit Hyperactivity Disorder ↗ · 2019 · Yuval-Greenberg, Shlomit et al. · indexed
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Empirical Analysis of a Generalized Linear Multianticipative Car-Following Model in Congested Traffic Conditions ↗ · 2014 · Zhang, Xiao · indexed
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Strong Conscious Cues Suppress Preferential Gaze Allocation to Unconscious Cues · 2018 · Alamia, Andrea et al. · archived
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The effects of eye movements, spatial attention, and stimulus features on inattentional blindness ↗ · 2004 · Koivisto, Mika et al. · indexed
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Driver eye movements in relation to unfamiliar traffic signs: An eye tracking study ↗ · 2020 · Babić, Dario et al. · indexed
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Modeling of Driver Controlling at Car-Following Based on Preview Follower Theory ↗ · 2008 · Yu, Dan et al. · indexed
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Driving Behavior during Right-Turn Maneuvers at Intersections on Left-Hand Traffic Roads ↗ · 2023 · Matsui, Yasuhiro et al. · indexed
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Hazard Detection in Driving Simulation using Deep Learning ↗ · 2021 · Pawar, Piyush et al. · indexed
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Multi-section landscape intervention for driving fatigue in extra-long tunnels: A real-road driving study based on visual perception and adaptation ↗ · 2025 · Ding, Xu et al. · indexed
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Distracted Driving and Driving Patterns in Older Drivers With Glaucoma · 2021 · Jain, Purva et al. · archived
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Perception in the Absence of Attention: Perceptual Processing in the Roelofs Effect during Inattentional Blindness ↗ · 2011 · Lathrop, William B et al. · indexed
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Analysis of Drivers’ Eye Movements on Roundabouts: A Driving Simulator Study ↗ · 2021 · Azimian, Amin et al. · indexed
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Predicting Components of Closed Road Driving Performance From Vision Tests ↗ · 2005 · Higgins, Kent E. et al. · indexed
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Linking Threat-Related Attentional Biases Toward Bicyclists to Driving Behavior ↗ · 2021 · Kim, Andy et al. · indexed
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Development of a Prototype Safety Advisory System to Aid Senior Citizens in Gap Selection · 2023 · Yi, Ping · archived
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Bench-Marking Drivers' Visual and Cognitive Demands: A Feasibility Study ↗ · 2015 · Zhang, Yu et al. · indexed
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Validation of Brief Screening Tools to Identify Impaired Driving Among Older Adults in Australia ↗ · 2020 · Anstey, Kaarin J. et al. · indexed
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Situation Awareness Misconceptions and Misunderstandings · 2015 · Endsley, Mica R. · archived
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The Influence of Individual Differences in Perceptual Performance on Pilot Perceptions of Head-Up Display Clutter ↗ · 2010 · Kaufmann, Karl et al. · indexed
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Analysis of eye gaze given different automated driving styles in an urban environment ↗ · 2022 · Felbel, Konstantin et al. · indexed
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The Development of a Cognitive Skills Training to Support Driver Education – Comparing Performance of Experienced and Trained Learner Drivers ↗ · 2013 · Petzoldt, Tibor et al. · indexed
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A Probabilistic Architecture of Long-Term Vehicle Trajectory Prediction for Autonomous Driving · 2022 · Liu, Jinxin et al. · archived
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A Human Factors Approach to Validating Driver Models for Interaction-aware Automated Vehicles · 2022 · Siebinga, Olger et al. · archived
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Exploring Factors Related to Drivers' Mental Model of and Trust in Advanced Driver Assistance System · 2024 · Huang, Chunxi et al. · archived
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Comparison of Video-based Driver Gaze Region Estimation Techniques ↗ · 2022 · Yang, Tongxiao et al. · indexed
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Changes of Driving Performance and Gaze Behavior of Novice drivers During a 30-min Simulator-based Training ↗ · 2015 · van Leeuwen, P.M. et al. · indexed
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Driver's visual attention as a function of driving experience and visibility. Using a driving simulator to explore drivers’ eye movements in day, night and rain driving ↗ · 2010 · Konstantopoulos, Panos et al. · indexed
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Improving Work Zone Safety: Integrating VR-CARLA Co-simulation and Eye Tracking for Behavior Analysis of Drivers around Work Zones · 2025 · Zhang, Shuo et al. · archived
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Microscopic Traffic Modeling Inside Intersections: Interactions Between Drivers ↗ · 2022 · Zhao, Jing et al. · indexed
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A Comparative Study of Ego-centric and Cooperative Perception for Lane Change Prediction in Highway Driving Scenarios · 2021 · Mozaffari, Sajjad et al. · archived
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Driver Attention And The Built Environment Initial, Findings From A Naturalistic Driving Study ↗ · 2021 · Tice, Patricia et al. · indexed
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Naturalistic Driver Intention and Path Prediction Using Recurrent Neural Networks ↗ · 2020 · Zyner, Alex et al. · indexed
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Situation awareness assessment in critical driving situations at intersections by task and human error analysis ↗ · 2010 · Plavšić, Marina et al. · indexed
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Situation Awareness for Driver-Centric Driving Style Adaptation ↗ · 2025 · Haselberger, Johann et al. · indexed
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Driving with Hemianopia VIII: Effects of a Vibro-Tactile Assistance System on Safety and Gaze Behavior in Pedestrian Crossing Situations ↗ · 2021 · Hölzl, Roman et al. · indexed
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The Thresholds of Greening Unit Serving Set as an Arousal Task Based on EEG and Eye Movement · 2021 · ZHANG, Yu-Le et al. · archived
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An investigation of factors contributing to major crash types in Japan based on naturalistic driving data ↗ · 2010 · Uchida, Nobuyuki et al. · indexed
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Exploring the Schema of Attention and Search Strategy in Different Levels of Situation Awareness under Fall Hazard Conditions ↗ · 2024 · Luo, Yanfang et al. · indexed
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Integrated driver modelling considering state transition feature for individual adaptation of driver assistance systems ↗ · 2010 · Raksincharoensak, Pongsathorn et al. · indexed
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Eye movements and the span of the effective stimulus in visual search · 2000 · Bertera, James H. et al. · archived
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A Cognitive Model to Anticipate Variations of Situation Awareness and Attention for the Takeover in Highly Automated Driving ↗ · 2022 · Scharfe-Scherf, Marlene Susanne Lisa et al. · indexed
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The Influence of Unmanned Aerial Systems on Driving Performance · 2020 · NHTSA · archived
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Comparing eye scan path with a single stroke that passes over all items in serial visual search task. · 2011 · SOGO, Hiroyuki · archived
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Hemianopic and Quadrantanopic Field Loss, Eye and Head Movements, and Driving ↗ · 2011 · Wood, Joanne M. et al. · indexed
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Design of Gaze Evaluation System in Driving Using Eye Tracking and Object Detection ↗ · 2025 · Thakulla, Jagat et al. · indexed
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Visual and cognitive predictors of driving safety in Parkinson's disease patients ↗ · 2007 · AMICK, M et al. · indexed
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A fuzzy-based system for decision of driver mental status and its performance evaluation ↗ · 2025 · Liu, Yi · indexed
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Identification of Target Objects from Gaze Behavior during a Virtual Navigation Task ↗ · 2021 · Enders, Leah R. et al. · indexed
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Stochastic Driver Modeling and Validation with Traffic Data ↗ · 2019 · Albaba, Mert et al. · indexed
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The Association Between Visual Abilities and Objectively Measured Driving Space, Exposure, and Avoidance Among Older Drivers: A Preliminary Analysis ↗ · 2018 · Eby, David et al. · indexed
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The Association Between Visual Abilities and Objectively Measured Driving Space, Exposure, and Avoidance Among Older Drivers: A Preliminary Analysis ↗ · 2018 · Eby, David et al. · indexed
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Analysis of the influence of traffic variables on lane change manoeuvres decision-making in real-world traffic scenarios ↗ · 2026 · Sanchez-Mateo, Sofia et al. · indexed
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Stereoscopic 3D dashboards · 2020 · Weidner, Florian et al. · archived
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Learning lane change intentions through lane contentedness estimation from demonstrated driving ↗ · 2016 · Rehder, Tobias et al. · indexed
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Driver’s visual perception as a function of age. Using a driving simulator to explore driver’s eye movements in vertical signs ↗ · 2021 · Kuniyoshi, José Ricardo Gabriel et al. · indexed
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A Neural Network-Based Driver Gaze Classification System with Vehicle Signals ↗ · 2020 · Dari, Simone et al. · indexed
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Divided attention impairs detection of simple visual features ↗ · 2022 · Harrison, Amelia et al. · indexed
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Improved perception-reaction time information for intersection sight distance · 2002 · Hostetter, Robert S. et al. · archived
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VALIDATION OF AN ATTENTION-BASED MODEL OF DRIVER PERFORMANCE IN REAR- END COLLISION SITUATIONS ↗ · 2001 · Brown, Timothy L. et al. · indexed
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Driver Attention Prediction based on Multi-ScaleFeature Fusion ↗ · 2024 · Yu, Chengbin et al. · indexed
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Look right! The influence of bicycle crossing design on drivers’ approaching behavior ↗ · 2023 · Berghoefer, Frauke Luise et al. · indexed
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Gaze and Eye Tracking: Techniques and Applications in ADAS ↗ · 2019 · Khan, Muhammad Qasim et al. · indexed
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Design of head-up display interfaces for automated vehicles ↗ · 2023 · Stojmenova Pečečnik, Kristina et al. · indexed
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Calibration in Older and Middle-aged Drivers: Relationship between Subjective and Objective Glance Performance at Complex Intersections ↗ · 2018 · Unverricht, James et al. · indexed
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Mental Workload and Visual Impairment: Differences between Pupil, Blink, and Subjective Rating · 2008 · Recarte, Miguel Ángel et al. · archived
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Perceptual and attentional effects on drivers’ speed selection at curves ↗ · 2004 · Charlton, Samuel G · indexed
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An Eye Gaze Heatmap Analysis of Uncertainty Head-Up Display Designs for Conditional Automated Driving ↗ · 2024 · Gerber, Michael A. et al. · indexed
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Highly dangerous road hazards are not immune from the low prevalence effect ↗ · 2023 · Song, Jiali et al. · indexed
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A comparison of cybersickness symptoms across 360-degree hazard perception and hazard prediction tests for drivers ↗ · 2021 · Goodge, Thomas et al. · indexed
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Forward collision warning based on a driver model to increase drivers’ acceptance ↗ · 2019 · Puente Guillen, Pablo et al. · indexed
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Situation Awareness, Scenarios, and Secondary Tasks: Measuring Driver Performance and Safety Margins in Highly Automated Vehicles ↗ · 2016 · Gibson, Madeleine et al. · indexed
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Modulating driver visual behavior in highway tunnel groups through rhythm-based visual cues ↗ · 2025 · Zheng, Haoran et al. · indexed
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An Evaluation of the IVIS-DEMAnD Driver Attention Demand Model ↗ · 2002 · Jackson, Douglas L. et al. · indexed
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Does advanced driver training improve situational awareness? ↗ · 2009 · Walker, Guy H. et al. · indexed
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Visual working memory and eye movements in context: How we make use of the external world · 2025 · Hoogerbrugge, Alex Jan · archived
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COVERT: Cognitive Internet of Vulnerable Road Users in Traffic · 2025 · Kamat, Vineet R. et al. · archived
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Are drivers aware of their behavior changes when using In-Vehicle systems ↗ · 2012 · Yang, Yan et al. · indexed
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Mental Workload as a Function of Road Type and Visibility: Comparison of Neurophysiological, Behavioral, and Subjective Indices ↗ · 2004 · Baldwin, Carryl L. et al. · indexed
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Microsaccades in applied environments: Real-world applications of fixational eye movement measurements ↗ · 2020 · Alexander, Robert G et al. · indexed
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Future path and tangent point models in the visual control of locomotion in curve driving ↗ · 2014 · Lappi, O. · indexed
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System Analysis of Information Reception and Processing for Driving Task ↗ · 2011 · Zariņš, Atis · indexed
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Using Eye Movements To Evaluate Effects of Driver Age on Risk Perception in a Driving Simulator ↗ · 2005 · Pradhan, Anuj Kumar et al. · indexed
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Bionic – “Eyes-Free” Design of Secondary Driving Controls ↗ · 2020 · Summerskill, Steve et al. · indexed
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The Driving Visual Field and a History of Motor Vehicle Collision Involvement in Older Drivers: A Population-Based Examination ↗ · 2014 · Huisingh, C. et al. · indexed
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The effect of dual training on the hazard response and attention allocation of novice drivers ↗ · 2024 · Huang, Chunxi et al. · indexed
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Situation analysis for driver assistance systems at urban intersections ↗ · 2012 · Herrmann, Simon et al. · indexed
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Effects of peripheral transverse line markings on drivers’ speed and headway choice and crash risk in car-following: A naturalistic observation study ↗ · 2020 · Ding, Naikan et al. · indexed
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They Drive at Night - Can Visual Enhancement Systems Keep the Driver in Control? ↗ · 2001 · Hollnagel, Eric et al. · indexed
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Predicting drivers’ takeover time for safe and comfortable vehicle control transitions: The role of spare capacity and driver characteristics ↗ · 2025 · Liang, Kexin et al. · indexed
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An Invariant May Drive the Decision to Encroach at Unsignalized Intersections ↗ · 2009 · Smith, Kip et al. · indexed
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A framework for simulation of surrounding vehicles in driving simulators · 2008 · Olstam, Johan et al. · archived
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Effect of roadside billboards on driving performance: a driving simulator study ↗ · 2026 · Rao, Annamdasu Nageswara et al. · indexed
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Correction to: Extra-foveal Processing of Object Semantics Guides Early Overt Attention During Visual Search ↗ · 2019 · Cimminella, Francesco et al. · indexed
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Process and Outcomes Evaluation of Older Driver Screening Programs: The Assessment of Driving-Related Skills (ADReS) Older-Driver Screening Tool · 2009 · McCarthy, Dennis P. et al. · archived
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Influence of Bicycle Rolling Stop Laws on Driver’s Visual Attention When Interacting with Bicycles at Stop Controlled Intersections ↗ · 2026 · Calderon, Emilio Ronaldo G. et al. · indexed
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Speed control, visual adaptation, and mental workload in urban short underpass tunnels: A naturalistic driving study ↗ · 2025 · Mei, Jialin et al. · indexed
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Information Access Effort: Are Head Movements “Cheap” or Even “Free”? · 2022 · Warden, Amelia C. et al. · archived
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Forecasting Markers of Habitual Driving Behaviors Associated With Crash Risk ↗ · 2020 · Panagopoulos, George et al. · indexed
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Geometric Constraints and Visual Field Related to Speed Management · 2024 · Jiang, Jiachen et al. · archived
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Change Detection Performance Under Divided Attention with Dynamic Driving Scenarios ↗ · 2005 · Lee, Yi-Ching et al. · indexed
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Attentional set as a gate for conscious perception: A study of inattentional blindness ↗ · 2026 · Brochet, Emilien et al. · indexed
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Driving Video Fixation Prediction Model Via Spatio-Temporal Networks and Attention Gates ↗ · 2021 · Deng, Tao et al. · indexed
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Naturalistic Driving Techniques and Association of Visual Risk Factors With At-Fault Crashes and Near Crashes by Older Drivers With Vision Impairment ↗ · 2021 · Swain, Thomas A. et al. · indexed
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Driving Performance, Adaptation, and Cognitive Workload Costs of Logo Panel Detection as Mediated by Driver Age · 2017 · Lau, Mei Ying et al. · archived
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Distractive or Supportive -- How Warnings in the Head-up Display Affect Drivers' Gaze and Driving Behavior ↗ · 2015 · Winkler, Susann et al. · indexed
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Left Turns by Older Drivers With Vision Impairment: A Naturalistic Driving Study ↗ · 2021 · Swain, Thomas A et al. · indexed
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An eye tracking investigation of attention mechanism in driving behavior under emotional issues and cognitive load ↗ · 2023 · Wang, Quan et al. · indexed
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A Computational Driver Model to Predict Driver Control at Unsignalised Intersections ↗ · 2020 · Boda, Christian-Nils et al. · indexed
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The application of an RGB-D camera for monitoring the allocation of visual attention among high-speed train drivers · 2025 · Shen, Weiyi et al. · archived
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Efficiency of predictive information presentation of possible hazardous event on attention of a driver using advanced driver assistance system ↗ · 2022 · TAKAHASHI, Akihiko · indexed
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A Vehicle Guidance Model with a Close-to-Reality Driver Model and Different Levels of Vehicle Automation · 2021 · Ma, Xiaoyi et al. · archived
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The Impact of Macular Disease on Pedestrian Detection: A Driving Simulator Evaluation ↗ · 2009 · Bronstad, P Matt et al. · indexed
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Evaluation of the Driving Safety of Visually Impaired Bioptic Drivers Based on Critical Events in Naturalistic Driving ↗ · 2020 · Moharrer, Mojtaba et al. · indexed
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Gap Acceptance Behavior of Mobile Phone–Distracted Drivers at Roundabouts ↗ · 2016 · Haque, M. Mazharul et al. · indexed
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IntelliDrive Technology Based Yellow Onset Decision Assistance System for Trucks · 2012 · Sharma, Anuj et al. · archived
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ERGONOMICS OF THE DRIVER'S INTERFACE WITH THE ROAD ENVIRONMENT: THE CONTRIBUTION OF PSYCHOLOGICAL RESEARCH ↗ · 2002 · Saad, Fathinul Syahir Ahmad · indexed
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Intelligent control design of anticipation and relaxation behavior in real traffic flow ↗ · 2014 · Ghaffari, Ali et al. · indexed
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Mind the gap: Misdirection, inattentional blindness and the relationship between overt and covert attention ↗ · 2010 · Moran, Aidan et al. · indexed
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Multisensory Signal Detection: How Does Driving and IVIS Management Affect Performance? ↗ · 2007 · Merat, Natasha et al. · indexed
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Looking-In and Looking-Out of a Vehicle: Computer-Vision-Based Enhanced Vehicle Safety ↗ · 2007 · Trivedi, Mohan Manubhai et al. · indexed
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Driving performance is better predicted by unintentional rather than intentional mind-wandering in high density traffic ↗ · 2025 · Walker, Heather E.K. et al. · indexed
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A Driving Position-Sensitive Neural Network for Driver Fixation Prediction ↗ · 2022 · Ji, Shihui et al. · indexed
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Modeling Traffic Accidents Caused by Random Misperception ↗ · 2018 · Berkhahn, Volker et al. · indexed
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Contrasting models of driver behaviour in emergencies using retrospective verbalisations and network analysis ↗ · 2015 · Banks, Victoria A. et al. · indexed
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Prediction of Driver's Cognitive Workload using Cognitive Architecture : ACT-R · 2012 · Lim, Soo-Yong et al. · archived
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Drivers’ Decisions to Turn Across the Path of a Motorcycle with Low Beam Headlights ↗ · 2011 · Lenné, Michael G et al. · indexed
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SC-Mamba: Causal Disentanglement of Driver Intent and Style for Autonomous Driving Motion Forecasting ↗ · 2026 · Bayramov, Emin et al. · indexed
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The Effect of Lead Time of Collision Warning Messages on Driver Performance ↗ · 2014 · Wan, Jingyan et al. · indexed
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Prediction-Uncertainty-Aware Decision-Making for Autonomous Vehicles ↗ · 2022 · Tang, Xiaolin et al. · indexed
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MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning · 2021 · Baee, Sonia et al. · archived
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Driving Assessment Tools Used by Driver Rehabilitation Specialists: Survey of Use and Implications for Practice ↗ · 2013 · Dickerson, Anne E. · indexed
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Traffic Risk Modelling and Analysis under Airport-Like Simulation Environment ↗ · 2022 · Sheng, Yanting et al. · indexed
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A Bayesian framework for preventive assistance at road intersections · 2016 · Armand, Alexandre et al. · archived
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The correlation between driving risk and visual attention when using smartphones while driving in novice drivers ↗ · 2024 · Lee, Jae-Hong et al. · indexed
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Effects of Vehicle Simulation Visual Fidelity on Assessing Driver Performance and Behavior ↗ · 2019 · Merenda, Coleman et al. · indexed
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Automated Driving in Uncertain Environments: Planning With Interaction and Uncertain Maneuver Prediction ↗ · 2018 · Hubmann, Constantin et al. · indexed
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On the Influence of Walking on Hazard Detection for Prospective User-Centered Design of an Assistance System for Older Pedestrians ↗ · 2017 · Protzak, Janna et al. · indexed
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Efficient PERCLOS and Gaze Measurement Methodologies to Estimate Driver Attention in Real Time ↗ · 2014 · Darshana, Sanka et al. · indexed
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Effects of roadside memorials on drivers’ risk perception and eye movements · 2019 · Beanland, Vanessa et al. · archived
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The Mind-Wandering Phenomenon While Driving: A Systematic Review ↗ · 2025 · Voinea, Gheorghe-Daniel et al. · indexed
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Ipsilateral and contralateral warnings: effects on decision-making and eye movements in near-collision scenarios ↗ · 2022 · de Winter, Joost et al. · indexed
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Comparison of younger and older drivers’ glance behavior and performance in a driving simulator ↗ · 2012 · Son, Joonwoo et al. · indexed
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A New Driving Simulator Including An Interactive Intelligent Traffic Environment ↗ · 2005 · van Wolffelaar, P.C. et al. · indexed
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Design and Implementation of Control-Theory-Based Microscopic Traffic Flow Model ↗ · 2002 · Shi, Huajing et al. · indexed
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"How Long Does It Take to Stop?" Methodological Analysis of Driver Perception-Brake Times ↗ · 2000 · Green, Marc · indexed
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Seemingly irrational driving behavior model: The effect of habit strength and anticipated affective reactions ↗ · 2015 · Chung, Yi-Shih · indexed
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Study on Decision Mechanism of Driving Behavior Based on Decision Tree ↗ · 2008 · Yang, Xinyue · indexed
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Assessing the Effectiveness of Various Auditory Cues in Capturing a Driver's Visual Attention. ↗ · 2005 · Ho, Cristy et al. · indexed
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Attention and Threat Detection: Warnings and How They Affect Takeover Performance ↗ · 2020 · Brunsen, Emily et al. · indexed
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An Approach for the Selection and Description of Elements Used to Define Driving Scenarios · 2021 · Rao, Sughosh J. et al. · archived
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How Reliable Is This Route?: Predictive Travel Time and Reliability for Anticipatory Traveler Information Systems ↗ · 2006 · Dong, Jing et al. · indexed
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Traffic Violations and Errors: The Effects of Sensation Seeking and Attention · 2005 · Ayvaşık, H Belgin et al. · archived
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Enhancing safety in conditionally automated driving: Can more takeover request visual information make a difference in hazard scenarios with varied hazard visibility? ↗ · 2024 · Huang, Wei-Chi et al. · indexed
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A Rural Road Accident Probability Model Based on Single-Vehicle Hazard Properties including Hazard Color and Mobility: A Driving Simulator Study · 2020 · Sheikholeslami, Sina et al. · archived
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Comparison among driving state prediction models for car-following condition based on EEG and driving features ↗ · 2019 · Yang, Liu et al. · indexed
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What makes a good driver on public roads and race tracks? An interview study ↗ · 2021 · Doubek, Fabian et al. · indexed
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Does Cognitive Load Affect Eye Movements/Oculomotor Behavior in Natural Scenes? ↗ · 2021 · Walter, Kerri et al. · indexed
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A driver assistance method for merging to increase clearness of driver decision making ↗ · 2017 · Suehiro, Yuki et al. · indexed
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Microscopic Analysis of Traffic Flow in Inclement Weather · 2009 · Rakha, Hesham et al. · archived
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Multi-Vehicle Interaction and State-Aware Temporal-Enhanced Graph Attention Network for Lane-Changing Intention Prediction ↗ · 2026 · He, Yonghai et al. · indexed
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Scene meaningfulness guides eye movements even during mind-wandering ↗ · 2021 · Zhang, Han et al. · indexed
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Prediction Performance of Lane Changing Behaviors: A Study of Combining Environmental and Eye-Tracking Data in a Driving Simulator ↗ · 2019 · Deng, Qi et al. · indexed
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ACC design for safety and fuel efficiency: the acceptance of safety margins when adopting different driving styles · 2019 · Pampel, Sanna M. et al. · archived
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A Motion Cueing Algorithm With Look-Ahead and Driver Characterization: Application to Vertical Car Dynamics ↗ · 2018 · Bruschetta, Mattia et al. · indexed
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Modeling takeover decisions in driving automation: a multilevel drift–diffusion model (MDDM) framework integrating human, system, and environmental factors ↗ · 2026 · Sheng, Youyu et al. · indexed
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Predicting driver’s takeover time based on individual characteristics, external environment, and situation awareness ↗ · 2024 · Chen, Haolin et al. · indexed
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Scene meaningfulness guides eye movements even during mind-wandering ↗ · 2020 · Zhang, Han et al. · indexed
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The Effects of Using In-Vehicle Computer on Driver Eye Movements and Driving Performance ↗ · 2014 · Xian, Huacai et al. · indexed
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The effect of mental workload on the visual field size and shape ↗ · 1999 · RANTANEN, ESA M. et al. · indexed
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Using a Driving Simulator to Create a Visual Search Test for Drivers with Parkinson's Disease ↗ · 2019 · Devos, Hannes et al. · indexed
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Situation Awareness in Individuals, Teams and Systems: An Overview of Situation Awareness Models and Their Utility for Road Safety Research and Practice ↗ · 2018 · Salmon, Paul M. et al. · indexed
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Visual and Cognitive Predictors of Performance on Brake Reaction Test: Salisbury Eye Evaluation Driving Study ↗ · 2007 · Zhang, Lei et al. · indexed
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Dynamic Optimization of Adaptive Vehicle Lighting Systems: A Multimodal Assessment of Driver Performance and Well-being · 2025 · Chai, Ruizhuo et al. · archived
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Comparing the Perception of Critical Longitudinal Distances between Dynamic Driving Simulation, Test Track and Vehicle in the Loop ↗ · 2021 · Purucker, Christian et al. · indexed
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Brain-based limitations in attention and secondary task engagement during high-fidelity driving simulation among young adults ↗ · 2020 · Banz, Barbara C. et al. · indexed
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Influence of haptic guidance on driving behaviour under degraded visual feedback conditions ↗ · 2018 · Wang, Zheng et al. · indexed
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A proactive lane-changing risk prediction framework considering driving intention recognition and different lane-changing patterns ↗ · 2022 · Shangguan, Qiangqiang et al. · indexed
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Automated Vision-Based Detection of Impairment Through Divided Attention Psychophysical Tests ↗ · 2025 · Roshan, Saboora M. et al. · indexed
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An Interaction-Aware Vehicle Behavior Prediction for Connected Automated Vehicles ↗ · 2022 · Azadani, Mozhgan Nasr et al. · indexed
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Brain Function Analysis of Watching an Automobile Driving Hazard Prediction Video: fNIRS Study of the Prefrontal Cortex · 2021 · KIMURA, Naotoshi et al. · archived
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Correlation Evaluation of Pilots’ Situation Awareness in Bridge Simulations via Eye‐Tracking Technology ↗ · 2021 · Jiang, Shaoqi et al. · indexed
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Cognitive Function Training System Using Game-Based Design for Elderly Drivers ↗ · 2016 · Hiraoka, Toshihiro et al. · indexed
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Exploring Factors Related to Drivers’ Mental Model of and Trust in Advanced Driver Assistance Systems Using an ABN-Based Mixed Approach ↗ · 2024 · Huang, Chunxi et al. · indexed
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Technology from Highly Automated Driving to Improve Active Pedestrian Protection Systems ↗ · 2017 · Schratter, Markus et al. · indexed
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Study on estimating driver awareness of pedestrians while turning right at intersection based on vehicle behavior utilizing driving simulator ↗ · 2016 · Tateiwa, Kei et al. · indexed
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Potential Safety Benefit of the Blind Spot Detection System for Large Trucks on the Vulnerable Road Users in Taiwan · 2016 · Ming-Hang, Wang et al. · archived
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A method to model anticipatory postural control in driver braking events ↗ · 2014 · Östh, Jonas et al. · indexed
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Maneuver-Based Trajectory Planning for Highly Autonomous Vehicles on Real Road With Traffic and Driver Interaction · 2010 · Glaser, Sébastien et al. · archived
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A virtual reality evacuation experiment on driving behavior in reduced visibility ↗ · 2026 · Berthiaume, Maxine et al. · indexed
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How does it feel? Passage of time judgments in speeded RT performance · 2023 · Bratzke, Daniel et al. · archived
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Driver and Pedestrian Mutual Awareness for Path Prediction and Collision Risk Estimation ↗ · 2022 · Roth, Markus et al. · indexed
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"Goals for Driver Education" Model as a Guide for Safe Driving Education and Training in Algeria ↗ · 2025 · Touil, Adel · indexed
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Situational Awareness Errors in Forklift Logistics Operations: A Multiphase Eye-Tracking and Think-Aloud Approach ↗ · 2024 · Arias-Portela, Claudia Yohana et al. · indexed
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A Wizard-of-Oz experimental approach to study the human factors of automated vehicles: Platform and methods evaluation ↗ · 2020 · Pai, Ganesh et al. · indexed
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G8-2 Development of a Vigilance Test for High Mental Workload ↗ · 2017 · Huang, Ying-Yin et al. · indexed
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Gaining Insights to the Clinical Reasoning that Supports an on-Road Driver Assessment ↗ · 2011 · Unsworth, Carolyn A. · indexed
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The impact of convergence insufficiency on selective visual attention among university students · 2025 · Alnawmasi, Mohammed M. · archived
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Experience-Dependent Effects to Situational Awareness in Police Officers: An Eye Tracking Study ↗ · 2022 · Huhta, Juha-Matti et al. · indexed
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Advanced Adaptive Cruise Control Considering Reaction Time of Following Driver ↗ · 2019 · Woo, Hanwool et al. · indexed
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Modeling driver behavior at roundabouts: Results from a field study · 2017 · Zhao, Mingyuan et al. · archived
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The Health Belief Model Variables as Predictors of Risky Driving Behaviors among Commuters in Yazd, Iran ↗ · 2009 · Morowatisharifabad, Mohammad Ali · indexed
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Characterisation of mental models in a virtual reality-based multitasking scenario using measures of situation awareness ↗ · 2009 · Zhang, Tao et al. · indexed
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Hazard detection and cognition for an active driving assistance ↗ · 2016 · Rouzier, Baptiste et al. · indexed
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Machine Learning Models of Erroneous Driver Actions at Novel Interchange Configurations ↗ · 2022 · Liu, Yunmei et al. · indexed
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Using Recurrent Neural Networks for Action and Intention Recognition of Car Drivers ↗ · 2019 · Torstensson, Martin et al. · indexed
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Unraveling Spatial–Temporal Patterns and Heterogeneity of On-Ramp Vehicle Merging Behavior: Evidence from the exiD Dataset ↗ · 2024 · Wang, Yiqi et al. · indexed
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Neural learning of driving environment prediction for vehicle power management ↗ · 2008 · Murphey, Yi L. et al. · indexed
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Navigating the Intersection: How Traffic Control Types Affect Cyclist Right- of-Way using A Mixed Logit Model Analysis · 2025 · Abushattal, Mousa et al. · archived
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An investigation on driver trajectory planning behaviors based on double lane change vehicle test data ↗ · 2011 · Huang, Jihua et al. · indexed
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Modeling and Prediction of Driver-Vehicle-Unit Velocity Using Adaptive Neuro-Fuzzy Inference System in Real Traffic Flow ↗ · 2019 · Moghaddam, Iman Tahbaz-zadeh et al. · indexed
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The Microscopic Driving Model Analysis of the Aggressive Driving ↗ · 2007 · Luo, Yong et al. · indexed
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Driver behavior modeling based on database of personal mobility driving in urban area ↗ · 2008 · Kazunari Inata et al. · indexed
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Analyzing the effect of fog weather conditions on driver lane-keeping performance using the SHRP2 naturalistic driving study data ↗ · 2018 · Das, Anik et al. · indexed
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Binocular visual field in adults with horizontal strabismus and driving requirements ↗ · 2022 · Alfaqawi, Fadi et al. · indexed
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Post-saccadic Eye Movement Indices Under Cognitive Load: A Path Analysis to Determine Visual Performance ↗ · 2022 · Salehi Fadardi, Marzieh et al. · indexed
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Human Factors in Highway-Rail Crossing Accidents: The Influence of Driver Decision Style ↗ · 2001 · Rahimi, Mansour et al. · indexed
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XGBoost-DNN Mixed Model for Predicting Driver’s Estimation on the Relative Motion States during Lane-Changing Decisions: A Real Driving Study on the Highway ↗ · 2022 · Zhao, Chen et al. · indexed
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How do obstacle characteristics and driver alertness affect the takeover process in conditionally automated driving? ↗ · 2025 · Li, Penghui et al. · indexed
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A cooperative control method for safer on-ramp merging process in heterogeneous traffic flow ↗ · 2023 · Yang, Wenzhang et al. · indexed
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Physiological Indices to Predict Driver Situation Awareness in VR ↗ · 2023 · Kim, Gwangbin et al. · indexed
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A Utility Maximization Model of Pedestrian and Driver Interactions ↗ · 2022 · Lin, Yi-Shin et al. · indexed
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I Thought I Saw “Zorro”: An Inattentional Blindness Study ↗ · 2017 · Oktay, Bahadir et al. · indexed
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Empirical modeling of the relationship between decision sight distance and stopping sight distance based on AASHTO · 2018 · BASSAN, Shy · archived
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Creating Kinematics-dependent Pedestrian Crossing Willingness Model When Interacting with Approaching Vehicle ↗ · 2020 · Tian, Kai et al. · indexed
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How Do Drivers Perceive Risks During Automated Driving Scenarios? An fNIRS Neuroimaging Study · 2023 · Perello-March, Jaume et al. · archived
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The Promise of Virtual Reality Headsets: Can They be Used to Measure Accurately Drivers’ Hazard Anticipation Performance? ↗ · 2019 · Mangalore, Ganesh Pai et al. · indexed
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