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Cyclist overtaking safety study using video data

Catherine Toulouse, Nicolas Saunier and Marie-Soleil Cloutier

Article (2025)

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Abstract

While cycling has grown considerably in recent years, it is not as safe as it should be, and the perception of unsafety hinders its further growth. Intersections are the most complex parts of the road network, but cyclists are also particularly vulnerable on road segments when overtaken by motorized vehicles. Laws have been enacted to guarantee safe overtaking events by vehicles with minimum distance and other speed requirements. While there have been several studies on cyclist passing distance using instrumented bikes or vehicles, there have been few attempts at developing an automated system for the safety analysis of cyclist overtaking at a fixed location. This paper presents a computer vision tool to measure the cyclist passing distance and vehicle speeds before, during and after the overtaking. The tool is tested on a case study in Montréal, Canada. It shows that most passing distances are safe, but that most drivers fail to comply with the requirement to decelerate while overtaking cyclists.

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Department: Department of Civil, Geological and Mining Engineering
Research Center: CIRRELT - Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation
PolyPublie URL: https://publications.polymtl.ca/61911/
Conference Title: World Conference on Transport Research (WCTR 2023)
Conference Location: Montréal, Québec
Conference Date(s): 2023-07-17 - 2023-07-21
Journal Title: Transportation Research Procedia (vol. 82)
Publisher: Elsevier
DOI: 10.1016/j.trpro.2024.12.089
Official URL: https://doi.org/10.1016/j.trpro.2024.12.089
Date Deposited: 15 Jan 2025 16:11
Last Modified: 07 Jan 2026 22:00
Cite in APA 7: Toulouse, C., Saunier, N., & Cloutier, M.-S. (2025). Cyclist overtaking safety study using video data. Transportation Research Procedia, 82, 3361-3370. Presented at World Conference on Transport Research (WCTR 2023), Montréal, Québec. https://doi.org/10.1016/j.trpro.2024.12.089

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