Thesis Details

Automatická kalibrace dopravní kamery pro měření rychlosti vozidel

Bachelor's Thesis Student: Nociar Marián Academic Year: 2018/2019 Supervisor: Špaňhel Jakub, Ing.
English title
Automatic Traffic Camera Calibration for Vehicle Speed Measurement
Language
Czech
Abstract

This thesis deals with design and development of a system for Automatic Traffic Camera Calibration for Vehicle Speed Measurement. The thesis contains a theoretical introduction to the camera calibration, describes the principles of the methods used in the implementation and displays the proposed solution that was implemented in Python3 using OpenCV and NumPy libraries. The achieved results were evaluated over the BrnoCompSpeed dataset with the average speed measurement error reaching 6.71 km/h.

Keywords

Camera calibration, vanishing points detectin, speed measurement, automatic calibration, traffic, Python3, OpenCV

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade D
Date
11 June 2019
Reviewer
Bartl Vojtěch, Ing.
Committee
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT), předseda
Bidlo Michal, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Čadík Martin, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Citation
NOCIAR, Marián. Automatická kalibrace dopravní kamery pro měření rychlosti vozidel. Brno, 2019. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-11. Supervised by Špaňhel Jakub. Available from: https://www.fit.vut.cz/study/thesis/22206/
BibTeX 
@bachelorsthesis{FITBT22206,
    author = "Mari\'{a}n Nociar",
    type = "Bachelor's thesis",
    title = "Automatick\'{a} kalibrace dopravn\'{i} kamery pro m\v{e}\v{r}en\'{i} rychlosti vozidel",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/22206/"
}

Theses

Back to top