학술논문

Eye behaviour as a hazard perception measure
Document Type
Conference
Source
2018 Annual IEEE International Systems Conference (SysCon) Systems Conference (SysCon), 2018 Annual IEEE International. :1-6 Apr, 2018
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Computing and Processing
Engineering Profession
General Topics for Engineers
Robotics and Control Systems
Transportation
Hazards
Calibration
Visualization
Automobiles
Atmospheric measurements
Particle measurements
Roads
Eye movement
pupil diameter
fixation point
hazard perception
traffic accidents
Language
ISSN
2472-9647
Abstract
Hazard perception during driving is essential in detecting and avoiding traffic incidents. In this study, eye movement analysis is used to measure the driver's hazard perception while engaged in different traffic scenarios on Australian roads. Participants were asked to observe recordings of four different traffic scenarios and react to hazards by clicking the mouse. The aim of this study is to examine three hypotheses; (1) the relationship between driver's experience and hazard identification, (2) the use of pupil dilation as a measure of hazard perception, and (3) the ability of gaze fixation points to determine the driver's perception of the hazard. The results show that eye movement dynamics and change in pupil diameter can provide good measures of the drivers' hazard perception and prediction.