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Optimal Blockwise Shrinkage for Image Denoising

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24 Oct 2013 (Updated )

Improving initially denoised using its corresponding noisy observation

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Description

This simple script validates the idea of blockwise shrinkage for various image denoising methods. As long as a noisy image is corrupted by additive Gaussian noise, this script method is applicable to improve an initial estimation, namely a denoised image. Demo code shows the improvement based on three MATLAB build-in image denoising methods, i.e. the moving average filter, the median filter, and the 2D wiener filter.

Required Products Image Processing Toolbox
MATLAB release MATLAB 8.1 (R2013a)
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Updates
24 Jul 2014

1. Add the latest journal reference of this method
2. Update a method parameter

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