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
Autores principales: Gómez-Moreno, Hilario, Gil-Jiménez, Pedro, Lafuente-Arroyo, Sergio, López-Sastre, Roberto, Maldonado-Bascón, Saturnino
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4151368/
https://www.ncbi.nlm.nih.gov/pubmed/25202739
http://dx.doi.org/10.1155/2014/826405

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4151368/
https://www.ncbi.nlm.nih.gov/pubmed/25202739
http://dx.doi.org/10.1155/2014/826405

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