A “Salt and Pepper” Noise Reduction Scheme for Digital Images Based on Support Vector Machines Classification and Regression

We present a new impulse noise removal technique based on Support Vector Machines (SVM). Both classification and regression were used to reduce the “salt and pepper” noise found in digital images. Classification enables identification of noisy pixels, while regression provides a means to determine r...

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Detalles Bibliográficos
Main Authors: Gómez-Moreno, Hilario, Gil-Jiménez, Pedro, Lafuente-Arroyo, Sergio, López-Sastre, Roberto, Maldonado-Bascón, Saturnino
Formato: Artigo
Idioma:Inglês
Publicado: Hindawi Publishing Corporation 2014
Assuntos:
Research Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4151368/
https://ncbi.nlm.nih.gov/pubmed/25202739
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/826405
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