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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Vision-Based Vehicle Wheel Detector And Axle Counter |
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Authors: |
Anton Grigoryev, Dmitry Bocharov, Arseniy Terekhin, Dmitry P. Nikolaev |
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Published in:
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(2015).ECMS 2015 Proceedings edited
by: Valeri M. Mladenov, Grisha Spasov, Petia Georgieva, Galidiya Petrova, European
Council for Modeling and Simulation. doi:10.7148/2015 ISBN:
978-0-9932440-0-1 29th
European Conference on Modelling and Simulation, Albena (Varna), Bulgaria,
May 26th – 29th,
2015 |
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Citation
format: |
Anton Grigoryev,
Dmitry Bocharov, Arseniy Terekhin, Dmitry P. Nikolaev
(2015). Vision-Based Vehicle Wheel Detector And Axle Counter, ECMS 2015
Proceedings edited by: Valeri M. Mladenov, Petia Georgieva, Grisha Spasov, Galidiya Petrova European Council for Modeling
and Simulation. doi:10.7148/2015-0521 |
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DOI: |
http://dx.doi.org/10.7148/2015-0521 |
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Abstract: |
This paper introduces a method for
counting vehicle axles in the video sequence appropriate for use in
vision-based automatic vehicle classifiers with narrow field of vision. The
procedure is simple, robust to wheel detector errors, and computationally
efficient due to the use of the fast Hough transform. It provides a self-test
for applicability for detection of cases where it is not applicable, thus
allowing adaptive method switching for cases of non-uniform speed. We also
consider extensions to the method allowing for systematic false positive
wheel detections and non-uniform motion. |
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