Thesis Details

Vehicle Speed Measurement Using Stereo Camera Pair

Ph.D. Thesis Student: Najman Pavel Academic Year: 2020/2021 Supervisor: Zemčík Pavel, prof. Dr. Ing.
Czech title
Měření rychlosti vozidel pomocí stereo kamery
Language
English
Abstract

This thesis aims to answer the question whether it is currently possible to autonomously measure the speed of vehicles using a stereoscopic method with the average error within 1 km/h, the maximum error within 3 km/h, and the standard deviation within 1 km/h. The error ranges are based on the requirements of the OIML whose Recommendations serve as templates for metrological legislations of many countries. To answer this question, a~hypothesis is formulated and tested. A method that utilizes a stereo camera pair for vehicle speed measurement is proposed and experimentally evaluated. The experiments show that the technique overcomes state-of-the-art results with the mean error of approximately 0.05 km/h, the standard deviation of less than 0.20 km/h, and the maximum absolute error of less than 0.75 km/h. The results are within the required ranges, and therefore the formulated hypothesis holds.

Keywords

Vehicle speed measurement, traffic surveillance, stereo vision, stereo camera calibration, vehicle detection, vehicle tracking, sub-pixel registration.

Department
Degree Programme
Status
delivered
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