• DocumentCode
    327811
  • Title

    Rotation-invariant texture characterization using isotropic wavelet frames

  • Author

    Van de Wouwer, G. ; Scheunders, P. ; Van Dyck, D.

  • Author_Institution
    Dept. of Phys., Antwerp Univ., Belgium
  • Volume
    1
  • fYear
    1998
  • fDate
    16-20 Aug 1998
  • Firstpage
    814
  • Abstract
    Deals with the extraction of rotation-invariant texture features from multiscale image decomposition. We argue that the often used separable filtering schemes are very impractical for rotation-invariant feature extraction. Therefore we propose a scheme based on non-separable isotropic wavelet frames. The performance of the features is evaluated in a classification experiment
  • Keywords
    feature extraction; image classification; image texture; wavelet transforms; isotropic wavelet frames; multiscale image decomposition; rotation-invariant feature extraction; rotation-invariant texture characterization; Bandwidth; Continuous wavelet transforms; Discrete wavelet transforms; Feature extraction; Filter bank; Frequency; Image databases; Physics; Read only memory; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
  • Conference_Location
    Brisbane, Qld.
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-8512-3
  • Type

    conf

  • DOI
    10.1109/ICPR.1998.711273
  • Filename
    711273
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=327811