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How to achieve perception of real-world scenes: A case study

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Computer Aided Systems Theory — EUROCAST '91 (EUROCAST 1991)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 585))

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Abstract

As a case study for a complex real-world perception task we investigate a video-based system for traffic monitoring. We show how this application can be handled economically using a robust low-level background update routine, cheap, but carefully selected physical and geometric models of the relevant objects and a cooperation between the various processing subtasks (detection, tracking, classification).

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References

  1. Wolf, J.K., Viterbi, A.M., Dixon, G.S.: Trellis decoding and application to multi-target tracking. Communication Networking in Dense Environments. Los Angeles, CA, USA, 14–15 Jan 1988, Proc. SPIE–Int. Opt. Eng. (USA), vol. 876.

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  2. Karmann, K.-P., v. Brandt, A.: Moving Object Recognition Using an Adaptive Background Memory. Proc. of the 6th Scandinavian Conference on Image Analysis, Oulu, Finland, June 19–22, 1989, pp. 1051–1058.

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  3. Karmann, K.-P., v. Brandt, A., Gerl, R.: Moving Object Segmentation Based on Adaptive Reference Images. Proc. EUSIPCO-90, Barcelona, 1990, pp. 951–954

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Franz Pichler Roberto Moreno Díaz

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© 1992 Springer-Verlag Berlin Heidelberg

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Feiten, W., Bentz, B., Lawitzky, G., Leuthäusser, I. (1992). How to achieve perception of real-world scenes: A case study. In: Pichler, F., Díaz, R.M. (eds) Computer Aided Systems Theory — EUROCAST '91. EUROCAST 1991. Lecture Notes in Computer Science, vol 585. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0021051

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  • DOI: https://doi.org/10.1007/BFb0021051

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-55354-0

  • Online ISBN: 978-3-540-47034-2

  • eBook Packages: Springer Book Archive

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