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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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Detaylı Bibliyografya
Asıl Yazarlar: Theis, Lucas, Hosseini, Reshad, Bethge, Matthias
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2012
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3409213/
https://ncbi.nlm.nih.gov/pubmed/22859943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0039857
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