• DocumentCode
    2606474
  • Title

    Coordinate transformations, symmetries, and GHT

  • Author

    Bigün, Josef

  • Author_Institution
    Signal Process. Lab., Swiss Federal Inst. of Technol., Lausanne, Switzerland
  • Volume
    3
  • fYear
    1996
  • fDate
    16-19 Sep 1996
  • Firstpage
    197
  • Abstract
    A conjugate harmonic function pair is a suitable curvi-linear coordinate pair with which image iso-gray curves can be described. In this representation, images or parts of images which are symmetric with respect to such a function pair, have iso-gray curves which are lines or parallel line patterns. Detecting these lines, or generalized linear symmetry fitting as it will be called, corresponds to finding invariants of Lie groups of transformations. The associated Lie infinitesimal operators help constructing detection algorithms which are simple. The procedure, which is shown to be an extension of the generalized Hough transform, performs detection by voting and accumulating evidence for the searched pattern. Experimental results illustrating the theory are presented
  • Keywords
    Hough transforms; Lie groups; edge detection; image representation; image segmentation; symmetry; GHT; Lie groups invariants; aerial images segmentation; associated Lie infinitesimal operators; conjugate harmonic function pair; coordinate transformations; curvi-linear coordinate pair; detection algorithms; function pair; generalized Hough transform; generalized linear symmetry fitting; image iso-gray curves; line detection; parallel line patterns; representation; searched pattern; symmetries; voting; Algebra; Energy measurement; Image edge detection; Image segmentation; Kernel; Laplace equations; Shape; Signal processing; Signal processing algorithms; Voting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1996. Proceedings., International Conference on
  • Conference_Location
    Lausanne
  • Print_ISBN
    0-7803-3259-8
  • Type

    conf

  • DOI
    10.1109/ICIP.1996.560418
  • Filename
    560418