Title :
Improved edge enhancing diffusion filter for speckle-corrupted images
Author :
Fabbrini, L. ; Greco, M. ; Messina, M. ; Pinelli, G.
Author_Institution :
Signature Technol. Lab. IDS - Ing. Dei Sist. S.p.A., Pisa, Italy
Abstract :
In the context of automatic image processing, the noise nearly always represents the hardest problem to cope with. This is particularly true on images corrupted by multiplicative speckle noise, such as Synthetic Aperture Radar (SAR) images. To tackle such an issue, this paper proposes a novel anisotropic diffusion filter that manages to fulfill simultaneously two competing requirements: noise reduction on homogeneous regions and edge enhancement. To prove the capabilities of our filter, we compare it to two non-local diffusion (NLD) filters applied on Lena image corrupted by a multiplicative speckle noise and on a real SAR image acquired by the COSMO-SkyMed (CSK) satellite constellation.
Keywords :
radar imaging; speckle; synthetic aperture radar; COSMO-SkyMed satellite constellation; CSK satellite constellation; Lena image corruption; anisotropic diffusion filter; automatic image processing; edge enhancing diffusion filter; homogeneous regions; multiplicative speckle noise; noise reduction; speckle-corrupted images; synthetic aperture radar images;
Conference_Titel :
Advances in Radar and Remote Sensing (TyWRRS), 2012 Tyrrhenian Workshop on
Conference_Location :
Naples
Print_ISBN :
978-1-4673-2443-4
DOI :
10.1109/TyWRRS.2012.6381134