31 July 2002 Quantitative assessment of speckle filters for SAR images
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Proceedings Volume 4875, Second International Conference on Image and Graphics; (2002) https://doi.org/10.1117/12.477177
Event: Second International Conference on Image and Graphics, 2002, Hefei, China
Abstract
SAR (Synthetic Aperture Radar) and the related techniques for application have experienced great development. And much attention has been paid to speckle, which results from the coherent imaging process. Because speckle acts as a noise multiplying the underlying RCS (Radar Cross-Section), and it greatly degrades interpretation, identification and other quantitative application of SAR images. Diversified speckle reduction techniques have been proposed to reconstruct the mderlying RCS from the observed SAR image. So the need for assessment criteria of speckle filters becomes pressing. Based on study of properties of SAR imagery and the existent filters, evaluation criteria of speckle filters are analyzed, and quantitative indexes can be adopted in practical application are proposed according to the criteria. Radiometric and spatial indexes for quality of SAR images are applied to speckle reduction in uniform areas and isolated scatterer preservation. Reasonable indexes are defined for edge preservation and radiometric distortion, respectively. Simulated and real SAR images are used for experiment. The experimental results accord with theoretical analysis of the testing filters. This agreement demonstrates the effectiveness f the proposed indexes. Distribution of speckle image suggests another way for evaluation, but further study is needed to bring it to practical application by ?2 goodness-fit-test.
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Ying Yan, Ying Yan, Yinqing Zhou, Yinqing Zhou, Chung-Sheng Li, Chung-Sheng Li, } "Quantitative assessment of speckle filters for SAR images", Proc. SPIE 4875, Second International Conference on Image and Graphics, (31 July 2002); doi: 10.1117/12.477177; https://doi.org/10.1117/12.477177
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