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Improved anisotropic diffusion filtering for SAR image despeckling
- Source :
- Electronics Letters. 49:672-674
- Publication Year :
- 2013
- Publisher :
- Institution of Engineering and Technology (IET), 2013.
-
Abstract
- In synthetic aperture radar (SAR) images, the speckle noise often corrupts salient information that is of interest (e.g. textures, small hard targets, object boundaries, etc.). To tackle such an issue, proposed is a novel anisotropic diffusion filter that manages to simultaneously fulfil competing requirements: noise reduction on homogeneous regions, weak edges preservation, and keeping hard targets intact. The capabilities of the proposed filter were proved by comparing it with another two non-linear diffusion filters applied on a Lena image corrupted by a multiplicative speckle noise and on a real SAR image acquired by the Cosmo-SkyMed satellite constellation.
- Subjects :
- Synthetic aperture radar
Diffusion (acoustics)
Computer science
business.industry
Noise reduction
Speckle noise
Filter (signal processing)
Inverse synthetic aperture radar
Computer Science::Graphics
Computer Science::Computer Vision and Pattern Recognition
Radar imaging
Computer vision
Artificial intelligence
Electrical and Electronic Engineering
business
Subjects
Details
- ISSN :
- 1350911X and 00135194
- Volume :
- 49
- Database :
- OpenAIRE
- Journal :
- Electronics Letters
- Accession number :
- edsair.doi...........fd363d90daf8472809a3dc96d786bc79