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Correlated Percolation, Fractal Structures, and Scale-Invariant Distribution of Clusters in Natural Images

Natural images are scale invariant with structures at all length scales. We formulated a geometric view of scale invariance in natural images using percolation theory, which describes the behavior of connected clusters on graphs. We map images to the percolation model by defining clusters on a binar...

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Detalhes bibliográficos
Publicado no:IEEE Trans Pattern Anal Mach Intell
Main Authors: Saremi, Saeed, Sejnowski, Terrence J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4861067/
https://ncbi.nlm.nih.gov/pubmed/26415153
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TPAMI.2015.2481402
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