Pupil response as an indicator of hazard perception during simulator driving

Vintila, Florentin; Eberhard-Karls-Universität Tübingen, Kübler, Thomas Christian; Eberhard-Karls-Universität Tübingen & Kasneci, Enkelejda; Eberhard-Karls-Universität Tübingen
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...
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