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
Link To Document