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Journal of Eye Movement Research is published by MDPI from Volume 18 Issue 1 (2025). Previous articles were published by another publisher in Open Access under a CC-BY (or CC-BY-NC-ND) licence, and they are hosted by MDPI on mdpi.com as a courtesy and upon agreement with Bern Open Publishing (BOP).
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Article

Pupil Response as an Indicator of Hazard Perception During Simulator Driving

by
Florentin Vintila
,
Thomas C. Kübler
and
Enkelejda Kasneci
University of Tübingen, Tübingen, Germany
J. Eye Mov. Res. 2017, 10(4), 1-9; https://doi.org/10.16910/jemr.10.4.3
Submission received: 7 July 2017 / Published: 6 November 2017
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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.
Keywords: driving; stress indicators; pupil diameter; attention; visual field defect; wavelets; supervised classification driving; stress indicators; pupil diameter; attention; visual field defect; wavelets; supervised classification

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MDPI and ACS Style

Vintila, F.; Kübler, T.C.; Kasneci, E. Pupil Response as an Indicator of Hazard Perception During Simulator Driving. J. Eye Mov. Res. 2017, 10, 1-9. https://doi.org/10.16910/jemr.10.4.3

AMA Style

Vintila F, Kübler TC, Kasneci E. Pupil Response as an Indicator of Hazard Perception During Simulator Driving. Journal of Eye Movement Research. 2017; 10(4):1-9. https://doi.org/10.16910/jemr.10.4.3

Chicago/Turabian Style

Vintila, Florentin, Thomas C. Kübler, and Enkelejda Kasneci. 2017. "Pupil Response as an Indicator of Hazard Perception During Simulator Driving" Journal of Eye Movement Research 10, no. 4: 1-9. https://doi.org/10.16910/jemr.10.4.3

APA Style

Vintila, F., Kübler, T. C., & Kasneci, E. (2017). Pupil Response as an Indicator of Hazard Perception During Simulator Driving. Journal of Eye Movement Research, 10(4), 1-9. https://doi.org/10.16910/jemr.10.4.3

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