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 binary...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 5 vom: 21. Mai, Seite 1016-20
Auteur principal: Saremi, Saeed (Auteur)
Autres auteurs: Sejnowski, Terrence J
Format: Article en ligne
Langue:English
Publié: 2016
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't