Speed estimation using simple line

Several algorithms have already made to estimate vehicle’s speed using single camera. The main problem is the efficiency of these systems: processing is done on the whole image while moving objects occupy only a specific part. This work aims to present a technique of speed estimation based on one pi...

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Bibliographic Details
Published inProcedia computer science Vol. 127; pp. 209 - 217
Main Authors Bourja, Omar, Maach, Abdelilah, Zennayi, Yahya, Bourzeix, François, Guerin, Timothée
Format Journal Article
LanguageEnglish
Published Elsevier B.V 2018
Subjects
Efficiency
Lines of pixels
Moving objects detection
Radar
Speed Estimation
Tracking Objects
Moving objects detection
Efficiency
Tracking Objects
Radar
Speed Estimation
Lines of pixels
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Summary:Several algorithms have already made to estimate vehicle’s speed using single camera. The main problem is the efficiency of these systems: processing is done on the whole image while moving objects occupy only a specific part. This work aims to present a technique of speed estimation based on one pixel’s width line processing. This line image can be extracted from a full size image or from a line camera in order to apply some processing like background subtraction, morphological operations, binarization and finally blob detection to allow tracking. This new approach enables implementation on low-cost platforms with low computing power. The size of data to process can almost be divided by the width’s image of a standard resolution camera, allowing a low data rate from acquisition.
ISSN:1877-0509
1877-0509
DOI:10.1016/j.procs.2018.01.116