Advertisement

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

  • W. Feiten
  • B. Bentz
  • G. Lawitzky
  • I. Leuthäusser
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 585)

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).

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

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

Copyright information

© Springer-Verlag Berlin Heidelberg 1992

Authors and Affiliations

  • W. Feiten
    • 1
  • B. Bentz
    • 1
  • G. Lawitzky
    • 1
  • I. Leuthäusser
    • 1
  1. 1.Corporate Research and DevelopmentSiemens AGMunich 83FRG

Personalised recommendations