This letter investigates the possibility of removing noise in correspondence to jump discontinuities using the sorted copy of the signal. It will be proved that sorting makes noise predictable so that it can be reproduced and subtracted from the sorted noisy signal. It will be also shown that the proposed method can substitute for the edge preserving term into an anisotropic diffusion scheme, gaining in terms of mean square error, edge preservation and computational effort.

Local Sorting for Adaptive Signal Regularization / Bruni, Vittoria; Daniela De Canditiis, ; Vitulano, Domenico. - In: IEEE SIGNAL PROCESSING LETTERS. - ISSN 1070-9908. - STAMPA. - 17:7(2010), pp. 691-694. [10.1109/lsp.2010.2051616]

Local Sorting for Adaptive Signal Regularization

BRUNI, VITTORIA;Domenico Vitulano
2010

Abstract

This letter investigates the possibility of removing noise in correspondence to jump discontinuities using the sorted copy of the signal. It will be proved that sorting makes noise predictable so that it can be reproduced and subtracted from the sorted noisy signal. It will be also shown that the proposed method can substitute for the edge preserving term into an anisotropic diffusion scheme, gaining in terms of mean square error, edge preservation and computational effort.
2010
anisotropic smoothing; cumulative distribution; denoising; image denoising; sorting
01 Pubblicazione su rivista::01a Articolo in rivista
Local Sorting for Adaptive Signal Regularization / Bruni, Vittoria; Daniela De Canditiis, ; Vitulano, Domenico. - In: IEEE SIGNAL PROCESSING LETTERS. - ISSN 1070-9908. - STAMPA. - 17:7(2010), pp. 691-694. [10.1109/lsp.2010.2051616]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/140243
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