3 November 2005 An evaluation for speckle filters of SAR images
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Proceedings Volume 6043, MIPPR 2005: SAR and Multispectral Image Processing; 60432R (2005) https://doi.org/10.1117/12.654990
Event: MIPPR 2005 SAR and Multispectral Image Processing, 2005, Wuhan, China
Abstract
A new evaluation method is proposed for single polarimetric speckle filters of Synthetic Aperture Radar (SAR) images, including two steps: measurement and aggregating multicriteria. In accordance with three properties of a good speckle filter: speckle reduction, feature preservation and radiometric preservation, six measures are selected: Equivalent Number of Looks (ENL), Target-to clutter Ratio, Radiometric Loss, Bias of Mean Value, Bias of Spatial Resolution, Bias of Peak Sidelobe Ratio, where the last two criteria are firstly addressed in this presentation. In multicriteria decision making, Ordered Weighted Averaging (OWA) operator is used to aggregate the performance preference matrix induced by measures. The experiment result of real and synthetic SAR images for five speckle filters conforms to that of visual comparison.
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Xiaojun Wang, Xiaojun Wang, Hong Sun, Hong Sun, } "An evaluation for speckle filters of SAR images", Proc. SPIE 6043, MIPPR 2005: SAR and Multispectral Image Processing, 60432R (3 November 2005); doi: 10.1117/12.654990; https://doi.org/10.1117/12.654990
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