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Related Experiment Video

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Measuring Driver Perception: Combining Eye-Tracking and Automated Road Scene Perception.

Jork Stapel1, Mounir El Hassnaoui1, Riender Happee1

  • 1541087 Delft University of Technology, Netherlands.

Human Factors
|September 30, 2020
PubMed
Summary
This summary is machine-generated.

Driver gaze can indicate awareness of road users, but fixation points alone are insufficient for monitoring. Gaze behavior is key for driver attention and awareness modeling in complex urban driving scenarios.

Keywords:
ADASSAGATautomated drivingdriver supportgazesituation awareness

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Area of Science:

  • Human-Computer Interaction
  • Road Safety
  • Cognitive Psychology

Background:

  • Driver awareness of road users is crucial for safe navigation.
  • Current methods for assessing driver awareness are limited.
  • Understanding the relationship between gaze behavior and awareness is essential.

Purpose of the Study:

  • To investigate the correlation between driver gaze behavior and awareness of individual road users.
  • To develop and validate a method for labeling driver situation awareness (SA) using eye tracking and road-scene perception.
  • To determine if gaze behavior can predict recognition of encountered road users.

Main Methods:

  • A recognition-based method was developed to label driver SA.
  • Thirteen drivers performed left turns at complex urban intersections.
  • Drivers identified encountered road users from images after the maneuver, with eye tracking data collected.

Main Results:

  • Drivers fixated on relevant road users more frequently than irrelevant ones.
  • Gaze behavior predicted road user relevance but not recognition success.
  • Significant recognition of road users occurred at gaze angles beyond 2°, challenging traditional fixation-based assumptions.

Conclusions:

  • Driver gaze behavior can identify awareness of individual road users during complex maneuvers.
  • Fixation location alone is insufficient for comprehensive awareness monitoring.
  • Perception can occur at wider gaze angles than previously assumed, with implications for driver support systems.