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Estimation of the Mean Velocity of a Group of Vehicles in Strong Random Noise Conditions

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 104))

Abstract

A method of estimating the mean velocity of a group of vehicles moving in one lane was proposed. The vehicle image blurring and the appearance of Gaussian noises at individual stages of image acquisition were considered. The method is based on the signal approximation by application of a parabolic function (formulas (1) and (2)). The algorithm work in strong random noise conditions was verified through appropriate computer simulations.

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References

  1. Lucas, B.D., Kanade, T.: An iterative image registration technique with an application to stereo vision. In: Proceeding of Imaging Understanding Workshop, pp. 121–130 (1981)

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  2. Krzyśko, M.: Statystyka matematyczna. Cz.II. UAM, Poznań (1997)

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  3. Purczyński, J.: Algorithms for differentiation of signals with random noise. In: Computer Applications in Electrical Engineering, Poznań, pp. 21–31 (2009)

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© 2010 Springer-Verlag Berlin Heidelberg

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Purczyński, J. (2010). Estimation of the Mean Velocity of a Group of Vehicles in Strong Random Noise Conditions. In: Mikulski, J. (eds) Transport Systems Telematics. TST 2010. Communications in Computer and Information Science, vol 104. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16472-9_18

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  • DOI: https://doi.org/10.1007/978-3-642-16472-9_18

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16471-2

  • Online ISBN: 978-3-642-16472-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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