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计算机应用研究 2009
SAR image denoising based on nonsubsampled Ministry domain GCV
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Abstract:
Firstly, decomposed synthetic aperture radar (SAR) image by the NSCT and statisticed the coefficients. And then established the generalized cross-validation (GCV) criterion in NSCT domain to obtain the multithresholds in each subbands of every decomposition leveles adaptively. The soft shrinkage was finally fufill the denoising. Finally, disscussed the influences to NSCT of decomposition levels and direction decomposition values. Experiments show that there are desiresresults both in terms of image visual fidelity and in terms of objective indexes.