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Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization

We consider the problem of efficiently encoding a signal by transforming it to a new representation whose components are statistically independent. A widely studied linear solution, known as independent component analysis (ICA), exists for the case when the signal is generated as a linear transforma...

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Autores principales: Lyu, Siwei, Simoncelli, Eero P.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2009
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC3120963/
https://ncbi.nlm.nih.gov/pubmed/19191599
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/neco.2009.04-08-773
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