Result Details
Automatic Camera Calibration for Traffic Understanding
JURÁNKOVÁ, M.; SOCHOR, J.; HEROUT, A. Automatic Camera Calibration for Traffic Understanding. In Proceedings of BMVC 2014. Nottingham: The British Machine Vision Association and Society for Pattern Recognition, 2014. p. 1-10. ISBN: 1-901725-52-9.
Type
conference paper
Language
English
Authors
Juránková Markéta, Ing., Ph.D., DCGM (FIT)
Sochor Jakub, Ing., Ph.D., DCGM (FIT)
Herout Adam, prof. Ing., Ph.D., DCGM (FIT)
Sochor Jakub, Ing., Ph.D., DCGM (FIT)
Herout Adam, prof. Ing., Ph.D., DCGM (FIT)
Abstract
We propose a method for fully automatic calibration of traffic surveillance cameras. This method allows for calibration of the camera - including scale - without any user input, only from several minutes of input surveillance video. The targeted applications include speed measurement, measurement of vehicle dimensions, vehicle classification, etc.
The achieved mean accuracy of speed and distance measurement is below 2%. Our efficient C++ implementation runs in real time on a lowend processor (Core i3) with a safe margin even for full-HD videos.
Keywords
camera calibration, speed measurement, vanishing point detection, surveillance camera, traffic analysis
URL
Published
2014
Pages
1–10
Proceedings
Proceedings of BMVC 2014
Conference
British Machine Vision Conference (BMVC) 2014
ISBN
1-901725-52-9
Publisher
The British Machine Vision Association and Society for Pattern Recognition
Place
Nottingham
EID Scopus
BibTeX
@inproceedings{BUT111627,
author="Markéta {Juránková} and Jakub {Sochor} and Adam {Herout}",
title="Automatic Camera Calibration for Traffic Understanding",
booktitle="Proceedings of BMVC 2014",
year="2014",
pages="1--10",
publisher="The British Machine Vision Association and Society for Pattern Recognition",
address="Nottingham",
isbn="1-901725-52-9",
url="http://www.fit.vutbr.cz/~herout/papers/2014-BMVC-VehicleBoxes.pdf"
}
Projects
V3C - Visual Computing Competence Center, TAČR, Centra kompetence, TE01020415, start: 2012-05-01, end: 2019-12-31, completed
Zpracování, rozpoznávání a zobrazování multimediálních a 3D dat, BUT, Vnitřní projekty VUT, FIT-S-14-2506, start: 2014-01-01, end: 2016-12-31, completed
Zpracování, rozpoznávání a zobrazování multimediálních a 3D dat, BUT, Vnitřní projekty VUT, FIT-S-14-2506, start: 2014-01-01, end: 2016-12-31, completed
Research groups
Computer Graphics Research Group (RG GRAPH)
Departments