• DocumentCode
    1676473
  • Title

    Features invariant to affine distortions from the trace transform

  • Author

    Petrou, Maria ; Kadyrov, Alexander

  • Author_Institution
    Sch. of Electronics, Comput. & Math., Surrey Univ., Guildford, UK
  • Volume
    3
  • fYear
    2001
  • fDate
    6/23/1905 12:00:00 AM
  • Firstpage
    852
  • Abstract
    We propose functionals which can be computed from the image function, and which can be used to derive features that are invariant to the group of affine transforms. The first step of this computation is the computation of the trace transform of the image. The trace transform is a generalisation of the Radon transform, which computes a functional, not necessarily the integral, along lines tracing the image. Two further functionals computed from the trace transform result in an image feature. The choice of these functionals determines the type of invariance of this feature
  • Keywords
    Radon transforms; feature extraction; functional equations; Radon transform generalisation; affine distortions; affine transforms; image features; image function; invariant features; trace transform; Brightness; Equations; Feature extraction; Humans; Image analysis; Image recognition; Image reconstruction; Mathematics; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2001. Proceedings. 2001 International Conference on
  • Conference_Location
    Thessaloniki
  • Print_ISBN
    0-7803-6725-1
  • Type

    conf

  • DOI
    10.1109/ICIP.2001.958254
  • Filename
    958254