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Self-similarity properties of natural images resemble those of turbulent flows

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dc.creator Turiel Martínez, Antonio M.
dc.creator Mato, Germán
dc.creator Parga, Néstor
dc.creator Nadal, Jean-Pierre
dc.date 2010-06-29T08:37:34Z
dc.date 2010-06-29T08:37:34Z
dc.date 1998
dc.date.accessioned 2024-12-16T10:24:14Z
dc.date.available 2024-12-16T10:24:14Z
dc.identifier 0031-9007
dc.identifier http://hdl.handle.net/2445/13213
dc.identifier 508018
dc.identifier.uri http://fima-docencia.ub.edu:8080/xmlui/handle/123456789/17323
dc.description We show that the statistics of an edge type variable in natural images exhibits self-similarity properties which resemble those of local energy dissipation in turbulent flows. Our results show that self-similarity and extended self-similarity hold remarkably for the statistics of the local edge variance, and that the very same models can be used to predict all of the associated exponents. These results suggest using natural images as a laboratory for testing more elaborate scaling models of interest for the statistical description of turbulent flows. The properties we have exhibited are relevant for the modeling of the early visual system: They should be included in models designed for the prediction of receptive fields.
dc.format 4 p.
dc.format application/pdf
dc.language eng
dc.publisher American Physical Society
dc.relation Reproducció digital del document proporcionada per PROLA i http://dx.doi.org/10.1103/PhysRevLett.80.1098
dc.relation Physical Review Letters, 1998, vol. 80, núm. 5, p. 1098-1101
dc.relation http://dx.doi.org/10.1103/PhysRevLett.80.1098
dc.rights (c) American Physical Society, 1998
dc.rights info:eu-repo/semantics/openAccess
dc.source Articles publicats en revistes (Física de la Matèria Condensada)
dc.subject Òptica
dc.subject Física estadística
dc.subject Dinàmica de fluids
dc.subject Optics
dc.subject Statistical physics
dc.subject Fluid dynamics
dc.title Self-similarity properties of natural images resemble those of turbulent flows
dc.type info:eu-repo/semantics/article
dc.type info:eu-repo/semantics/publishedVersion


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