• DocumentCode
    833117
  • Title

    Parameterisation of slant-Haar transforms

  • Author

    Agaian, S. ; Tourshan, K. ; Noonan, J.P.

  • Author_Institution
    Electr. Eng. Dept., Univ. of Texas, San Antonio, TX, USA
  • Volume
    150
  • Issue
    5
  • fYear
    2003
  • Abstract
    A parameterisation of the slant-Haar transform is presented, which includes an existing version of the slant-Haar transform. An efficient algorithm for the slant-Haar transform is developed and its computational complexity is estimated. The parametric slant-Haar transforms are compared to the Karhunen-Loeve transform. The parametric slant-Haar is shown to perform better than the commonly used slant-Haar and slant-Hadamard transforms for the first-order Markov model and also performs better than the discrete cosine transform for images approximated by the generalised image correlation model
  • Keywords
    Haar transforms <slant-Haar transforms, parameterisation>; Markov processes <slant-Haar transforms, parameterisation>; computational complexity <slant-Haar transforms, parameterisation>; correlation methods <slant-Haar transforms, parameterisation>; image processing <slant-Haar transforms, parameterisation>; parameter estimation <slant-Haar transforms, parameterisation>; computational complexity; first-order Markov model; generalised image correlation model; parameterisation; slant-Haar transform;
  • fLanguage
    English
  • Journal_Title
    Vision, Image and Signal Processing, IEE Proceedings -
  • Publisher
    iet
  • ISSN
    1350-245X
  • Type

    jour

  • DOI
    10.1049/ip-vis:20030522
  • Filename
    1248636