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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...
Autores principales: | Gómez-Moreno, Hilario, Gil-Jiménez, Pedro, Lafuente-Arroyo, Sergio, López-Sastre, Roberto, Maldonado-Bascón, Saturnino |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
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 |
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