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Laser-scanner-based powered two-wheeler traffic monitoring

Abstract : Powered two wheelers (PTWs) represent only 2% of the traffic, but 30% of all deaths on the road. European governments have made this particular point a priority for road safety. This presented study overcomes the lack of PTW traffic-analyser systems in real traffic conditions. A detection technique based on a single two-dimensional LIDAR sensor is proposed. This system is able to accurately detect and count PTWs with a single sensor in dense traffic on a highway with multiple carriageways. The method consists, firstly, in generating spatio-temporal observations of vehicles crossing under the LIDAR, then, in classifying vehicles using machine-learning techniques, and finally, in evaluating PTW traffic. Such a system has direct industrial applications since it is a non-intrusive traffic-analyser system that is reliable, easily deployable and inexpensive compared with existing industrial solutions.
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https://hal.archives-ouvertes.fr/hal-01071029
Contributor : Damien Vivet <>
Submitted on : Thursday, October 2, 2014 - 11:07:55 PM
Last modification on : Thursday, August 12, 2021 - 5:50:03 PM

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  • HAL Id : hal-01071029, version 1

Citation

Damien Vivet, Yadu Prabhakar, Peggy Subirats, Christèle Lecomte, Eric Violette, et al.. Laser-scanner-based powered two-wheeler traffic monitoring. Electronics Letters, IET, 2013, 49 (25), pp.1620-1622. ⟨hal-01071029⟩

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