Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations

We present a probabilistic model for natural images that is based on mixtures of Gaussian scale mixtures and a simple multiscale representation. We show that it is able to generate images with interesting higher-order correlations when trained on natural images or samples from an occlusion-based mod...

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Detalles Bibliográficos
Autores principales: Theis, Lucas, Hosseini, Reshad, Bethge, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3409213/
https://www.ncbi.nlm.nih.gov/pubmed/22859943
http://dx.doi.org/10.1371/journal.pone.0039857

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3409213/
https://www.ncbi.nlm.nih.gov/pubmed/22859943
http://dx.doi.org/10.1371/journal.pone.0039857

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