@article{ref1,
title="Pupil response as an indicator of hazard perception during simulator driving",
journal="Journal of eye movement research",
year="2017",
author="Vintila, Florentin and Kübler, Thomas C. and Kasneci, Enkelejda",
volume="10",
number="4",
pages="e3-e3",
abstract="We investigate the pupil response to hazard perception during driving simulation. Complementary to gaze movement and physiological stress indicators, pupil size changes can provide valuable information on traffic hazard perception with a relatively low temporal delay. We tackle the challenge of identifying those pupil dilation events associated with hazardous events from a noisy signal by a combination of wavelet transformation and machine learning. Therefore, we use features of the wavelet components as training data of a support vector machine. We further demonstrate how to utilize the method for the analysis of actual hazard perception and how it may differ from the behavioral driving response.<p /> <p>Language: en</p>",
language="en",
issn="1995-8692",
doi="10.16910/jemr.10.4.3",
url="http://dx.doi.org/10.16910/jemr.10.4.3"
}