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International Conference on Computer Analysis of Images and Patterns

CAIP 1995: Computer Analysis of Images and Patterns pp 574–579Cite as

Motion detection with fuzzy logic in real time

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 970))

Abstract

On line digitization of the video camera's images and the processing of the entire frame within 1/25 th of the second enables complex calculation of the security functions to be performed in real time. How it is possible to detect the presence of new moving objects with the use of a fuzzy pattern comparator is discussed. We outline the time filter required to perform moving detection. The processing of the above functions is divided into two parts: those processed by the host processor and the others performed by the fuzzy pattern comparator. This work shows that real-time monitoring functions are possible with general purpose and additional multimedia hardware. The performances of the system is shown through examples.

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References

  1. Alain V. Oppenheim, R.W. Schafer, Discrete-time Signal Processing, Prentice Hall Sig., Proc. ser., 1–201, New Jersey, 1989.

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  2. V.Guštin, J. Virant, Pattern Recognition with Fuzzy Neural Network, Microprocessing and Microprogramming, 40, 935–938, 1994.

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  3. Boyce J. F., Toulson D.L.: Moving object tracking using camera motion corrected Kaiman filtering, 4th IEE Int. Conf. on image proc. and its applic., 81–84, Maastricht, 1992.

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  4. Rezar U. et al., Digital Image processing for the Computer Aided Security Functions, Proceeding of ERK'92, 38–42, Portorož, 1992.

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  5. -: Fuzzy Patern Comparator Application System, American NeuraLogix, 1992.

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Authors and Affiliations

  1. Faculty of Electrical and Computer Engineering, University of Ljubljana, Tržaška 25, 61000, Ljubljana, Slovenia

    V. Guštin & M. Čufer

Authors
  1. V. Guštin
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  2. M. Čufer
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Václav Hlaváč Radim Šára

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© 1995 Springer-Verlag Berlin Heidelberg

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Guštin, V., Čufer, M. (1995). Motion detection with fuzzy logic in real time. In: Hlaváč, V., Šára, R. (eds) Computer Analysis of Images and Patterns. CAIP 1995. Lecture Notes in Computer Science, vol 970. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-60268-2_347

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  • DOI: https://doi.org/10.1007/3-540-60268-2_347

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-60268-2

  • Online ISBN: 978-3-540-44781-8

  • eBook Packages: Springer Book Archive

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