• DocumentCode
    250119
  • Title

    Simulation of image time series from dynamical fractional brownian fields

  • Author

    Atto, Abdourrahmane M. ; Fillatre, Lionel ; Antonini, Marc ; Nikiforov, Igor

  • Author_Institution
    LISTIC, Univ. of Savoy, Annecy-le-Vieux, France
  • fYear
    2014
  • fDate
    27-30 Oct. 2014
  • Firstpage
    6086
  • Lastpage
    6090
  • Abstract
    The paper addresses random field time series analysis and simulation. The analysis constrains a spatial isotropic fractional Brownian field to a dynamic temporal behavior from separable time varying Hurst parameters. The constrained dynamic applies by embedding the wavelet packet spectrum of the input random field into different spectra associated with the same random family (exponential spectrum decay). The paper highlights the relevance of the approach for representing and simulating isotropic light source and cloud dynamics.
  • Keywords
    image processing; time series; wavelet transforms; cloud dynamics; dynamic temporal behavior; dynamical fractional Brownian fields; exponential spectrum decay; image time series simulation; isotropic light source; random field time series analysis; spatial isotropic fractional Brownian field; time varying Hurst parameters; wavelet packet spectrum; Abstracts; Time series analysis; Wavelet domain; Wavelet packets; Dynamic Fractional Brownian Field; Dynamic textures; Image Time Series; Spatio-Temporal Field Simulation; Stochastic fields;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2014 IEEE International Conference on
  • Conference_Location
    Paris
  • Type

    conf

  • DOI
    10.1109/ICIP.2014.7026228
  • Filename
    7026228