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Denoising SAR images

Authors: Alexandru Isar; Dorina Isar; Maria Kovaci;

Denoising SAR images

Abstract

The SAR images are corrupted by speckle noise. A new denoising method for this kind of images is reported in this paper. Inspired from the classical Donoho's denoising method, the procedure presented in this paper uses a new type of discrete wavelet transform, entitled Diversity Enhanced Discrete Wavelet Transform, DEDWT and a new filtering strategy. The construction of the new transform and the selection of the filtering strategy applied in the wavelet transform domain are inspired from methods used in communications. For the construction of the new wavelet transform used the principle of diversity enhancement and for the filtering in the wavelet transform domain used the principle of packet's filtering. Some simulation results prove the performances of the proposed denoising method.

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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