1 March 2005 Video texture synthesis using fractal processes
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Abstract
In this paper we propose a new approach for the synthesis of natural video textures. After generalizing the bidimensional extended self-similar (ESS) model to the three dimensional (3D) case we want to generate samples of 3D-ESS fields on a discrete grid. The video texture is modeled according to the 3D-ESS model. The autocorrelation functions (ACFs) of the increments of the original video texture, at different spatial and temporal scales, are estimated according to the 3D-ESS model. A synthetic 3D-ESS field, whose increments have the same ACFs of the corresponding ones of the given prototype, is generated using the incremental Fourier synthesis algorithm.
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Patrizio Campisi, Patrizio Campisi, Emanuele Maiorana, Emanuele Maiorana, Alessandro Neri, Alessandro Neri, } "Video texture synthesis using fractal processes", Proc. SPIE 5672, Image Processing: Algorithms and Systems IV, (1 March 2005); doi: 10.1117/12.587146; https://doi.org/10.1117/12.587146
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