• DocumentCode
    705479
  • Title

    Recursive interferometric representations

  • Author

    Mallat, Stephane

  • Author_Institution
    CMAP, Ecole Polytech., Palaiseau, France
  • fYear
    2010
  • fDate
    23-27 Aug. 2010
  • Firstpage
    716
  • Lastpage
    720
  • Abstract
    Classification requires building invariant representations relatively to groups of deformations that preserve signal classes. Recursive interferometry computes invariants with a cascade of complex wavelet transforms and modulus operators. The resulting representation is stable relatively to elastic deformations and provides invariant representations of stationary processes. It maps signals to a manifold which preserves signal discriminability.
  • Keywords
    elastic deformation; interferometry; signal classification; signal representation; wavelet transforms; elastic deformations; modulus operators; recursive interferometric representations; recursive interferometry; signal classes; signal discriminability; wavelet transforms; Convolution; Fourier transforms; Interference; Interferometry; Manifolds; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2010 18th European
  • Conference_Location
    Aalborg
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7096752