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Authors: Farzan Heidari and Michael Bauer

Affiliation: Department of Computer Science, The University of Western Ontario, London, ON, N6A-5B7, Canada

Keyword(s): Traffic Object Detection, Vehicle Speed, Driver’s Visual Attention Area.

Abstract: A driver’s recognition of traffic signs while driving is a pivotal indicator of a driver’s attention to critical environmental information and can be a key element in Advanced Driver Assistance Systems (ADAS). In this study, we look at the impact of driving speed on a driver’s attention to traffic signs by considering signs missed. We adopt a very strict definition of "missing" in this work where a sign is considered "missed" if it does not fall under the gaze of a driver. We employ an accurate algorithm to detect traffic sign objects and then estimate the driver’s visual attention area. By intersecting this area with objects identified as traffic signs, we can estimate the number of missed traffic sign objects while driving at different ranges of speeds. The experimental results show that the vehicle speed has a negative impact on drivers missing or seeing traffic sign objects.

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Paper citation in several formats:
Heidari, F. and Bauer, M. (2023). Impact of Vehicle Speed on Traffic Signs Missed by Drivers. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP; ISBN 978-989-758-634-7; ISSN 2184-4321, SciTePress, pages 512-519. DOI: 10.5220/0011639700003417

@conference{visapp23,
author={Farzan Heidari. and Michael Bauer.},
title={Impact of Vehicle Speed on Traffic Signs Missed by Drivers},
booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP},
year={2023},
pages={512-519},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011639700003417},
isbn={978-989-758-634-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP
TI - Impact of Vehicle Speed on Traffic Signs Missed by Drivers
SN - 978-989-758-634-7
IS - 2184-4321
AU - Heidari, F.
AU - Bauer, M.
PY - 2023
SP - 512
EP - 519
DO - 10.5220/0011639700003417
PB - SciTePress

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