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Pose determination and recognition of vehicles in traffic scenes

  • T. N. Tan
  • G. D. Sullivan
  • K. D. Baker
Recognition II
Part of the Lecture Notes in Computer Science book series (LNCS, volume 800)

Abstract

This paper concerns the pose determination and recognition of vehicles in traffic scenes, which under normal conditions stand on the ground-plane. Novel linear and closed-form algorithms are described for pose determination from an arbitrary number of known line matches. A form of the generalised Hough transform is used in conjuction with explicit probability-based voting models to find consistent matches. The algorithms are fast and robust. They cope well with complex outdoor scenes.

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References

  1. 1.
    O. D. Faugeras and M. Hebert, The representation, recognition, and locating of 3-D objects, Int. J. Robotics Res., vol.5, 1986, pp.27–52.Google Scholar
  2. 2.
    T. N. Tan, G. D. Sullivan and K. D. Baker, Recognising Objects on the Groundplane, Proc. of 4th BMVC, 1993, pp.85–94.Google Scholar
  3. 3.
    T. N. Tan, G. D. Sullivan and K. D. Baker, Linear Algorithms for Object Pose Estimation, Proc.of 3rd BMVC, 1992, pp.600–609.Google Scholar
  4. 4.
    M. Dhome et. al., Determination of the Pose of an Articulated Object From a Single Perspective View, Proc. of 4th BMVC, 1993, pp.95–104.Google Scholar
  5. 5.
    T. N. Tan, G. D. Sullivan and K. D. Baker, Line-Based Object Scale and Pose Estimation, Proc. of ACCV, Osaka, Japan, November 1993, pp.347–350.Google Scholar
  6. 6.
    T. N. Tan, G. D. Sullivan and K. D. Baker, Pose Determination and Recognition of Vehicles in Traffic Scenes, Research Report, RUCS/RS/ISG/9317, University of Reading, October 1993.Google Scholar
  7. 7.
    G. D. Sullivan, Visual Interpretation of Known Objects in Constrained Scenes, Phil. Trans. R. Soc. Lond. B, vol.337, 1992, pp.361–370.Google Scholar
  8. 8.
    W. E. L. Grimson and T. Lozano-Perez, Localizing Overlapping Parts by Searching the Interpretation Tree, IEEE Trans. PAMI, vol.9, 1987, pp.469–482.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 1994

Authors and Affiliations

  • T. N. Tan
    • 1
  • G. D. Sullivan
    • 1
  • K. D. Baker
    • 1
  1. 1.Department of Computer ScienceUniversity of ReadingReadingEngland

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