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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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Autors principals: Gómez-Moreno, Hilario, Gil-Jiménez, Pedro, Lafuente-Arroyo, Sergio, López-Sastre, Roberto, Maldonado-Bascón, Saturnino
Format: Artigo
Idioma:Inglês
Publicat: Hindawi Publishing Corporation 2014
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Accés en línia: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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