• DocumentCode
    3149784
  • Title

    Tensor based generalization of monogenic wavelets for coherent multiscale local phase analysis of color images

  • Author

    Soulard, Raphaël ; Carré, Philippe

  • Author_Institution
    Xlim-SIC Lab., Univ. of Poitiers, Poitiers, France
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    1501
  • Lastpage
    1504
  • Abstract
    We propose a new color extension of the monogenic wavelet transform. Monogenic wavelets give a coherent representation of scalar images through a local phase concept and an underlying orientation analysis. We here define a color extension of the monogenic framework. The underlying local geometric analysis and phase concept are generalized by using the color structure tensor. Resulting transform appears to be a clear improvement of our previous work - that is the only proposition of color monogenic wavelets to our knowledge. This is shift and rotation invariant and efficiently represents multiscale color lines and edges.
  • Keywords
    image colour analysis; image representation; tensors; wavelet transforms; coherent multiscale local phase analysis; coherent representation; color extension; color images; color monogenic wavelets; color structure tensor; local geometric analysis; local phase concept; monogenic framework; monogenic wavelet transform; multiscale color lines; orientation analysis; scalar images; tensor based generalization; Color; Image color analysis; Signal processing; Tensile stress; Wavelet analysis; Wavelet transforms; Analytic; Color Wavelets; Image analysis; Monogenic; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6288175
  • Filename
    6288175