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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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Bibliografische gegevens
Gepubliceerd in:IEEE Trans Pattern Anal Mach Intell
Hoofdauteurs: Saremi, Saeed, Sejnowski, Terrence J.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2015
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Online toegang: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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