Novel approach based on fuzzy theory and order statistics in 2D/3D processing of images/videos employing specific hardware

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Resumen

An approach in filtering of color videos/images that are corrupted by impulsive or additive noises is justified. The difference of current approach in comparison with existing state-of-the-art techniques consists in use of fuzzy rules selecting high similarity pixels in the vicinity of the central one using existing correlation of different channels for an image in the RGB space as well as correlation in the neighboring frames of a video. Employing this correlation permits better preservation of the features, processing separately the areas with different texture. Numerous simulation experiments have confirmed the superiority of the designed techniques via objective criteria (PSNR, MAE, NCD, SSIM) as well as demonstrating better visual perception quality.

Idioma originalInglés
Título de la publicación alojadaCHILECON 2015 - 2015 IEEE Chilean Conference on Electrical, Electronics Engineering, Information and Communication Technologies, Proceedings of IEEE Chilecon 2015
EditoresMario F. Fernandez, Gaston H. Lefranc, Ricardo Perez
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas777-782
Número de páginas6
ISBN (versión digital)9781467387569
DOI
EstadoPublicada - 4 feb. 2016
EventoIEEE Chilean Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2015 - Santiago, Chile
Duración: 28 oct. 201530 oct. 2015

Serie de la publicación

NombreCHILECON 2015 - 2015 IEEE Chilean Conference on Electrical, Electronics Engineering, Information and Communication Technologies, Proceedings of IEEE Chilecon 2015

Conferencia

ConferenciaIEEE Chilean Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2015
País/TerritorioChile
CiudadSantiago
Período28/10/1530/10/15

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