Statistical Modeling of Images with Fields of Gaussian Scale Mixtures

Lyu, Siwei, Simoncelli, Eero P.

Neural Information Processing Systems 

The local statistical properties of photographic images, when represented in a multi-scale basis, have been described using Gaussian scale mixtures (GSMs). Here, we use this local description to construct a global field of Gaussian scale mixtures (FoGSM).

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