Now image denoising filter in all the most better denoising algorithm- Bayesian Least Squares- Gaussian Scale Mixture realize the matlab code, application-rich, with the commercial image processing software rival, and its principle can be found in J Portilla, V Strela, M Wainwright, EP Simoncelli,

BLS-GSM_Denoising
.................\Added_PyrTools
.................\..............\bound_extension.m
.................\..............\buildWUpyr.m
.................\..............\daubcqf.m
.................\..............\expand.m
.................\..............\mirdwt.c
.................\..............\mirdwt.dll
.................\..............\mirdwt.m
.................\..............\mrdwt.c
.................\..............\mrdwt.dll
.................\..............\mrdwt.m
.................\..............\reconWUpyr.m
.................\..............\shrink.m
.................\..............\snr.m
.................\change_log.txt
.................\change_log.txt.$$$
.................\denoising_subprograms
.................\.....................\decomp_reconst.m
.................\.....................\decomp_reconst_full.m
.................\.....................\decomp_reconst_W.m
.................\.....................\decomp_reconst_WU.m
.................\.....................\denoi_BLS_GSM.m
.................\.....................\denoi_BLS_GSM_band.m
.................\denoi_demo.m
.................\images





.................\......\house.png
.................\......\lena.png
.................\......\peppers256.png
.................\ReadMe.txt
.................\Simoncelli_PyrTools
.................\...................\buildFullSFpyr2.m
.................\...................\buildSFpyr.m
.................\...................\buildSFpyrLevs.m
.................\...................\buildWpyr.m
.................\...................\corrDn.c
.................\...................\corrDn.dll
.................\...................\corrDn.m
.................\...................\corrDn.mex4
.................\...................\corrDn.mexlx
.................\...................\corrDn.mexsol
.................\...................\innerProd.c
.................\...................\innerProd.dll
.................\...................\innerProd.m
.................\...................\innerProd.mexglx
.................\...................\innerProd.mexlx
.................\...................\innerProd.mexsol
.................\...................\maxPyrHt.m
.................\...................\modulateFlip.m
.................\...................\namedFilter.m
.................\...................\pixelAxes.m
.................\...................\pointOp.c
.................\...................\pointOp.dll
.................\...................\pointOp.m
.................\...................\pointOp.mex4
.................\...................\pointOp.mexlx
.................\...................\pointOp.mexsol
.................\...................\pyrBand.m
.................\...................\pyrBandIndices.m
.................\...................\range2.c
.................\...................\range2.dll
.................\...................\range2.m
.................\...................\range2.mex4
.................\...................\range2.mexlx
.................\...................\range2.mexsol
.................\...................\rcosFn.m
.................\...................\reconFullSFpyr2.m
.................\...................\reconSFpyr.m
.................\...................\reconSFpyrLevs.m
.................\...................\reconWpyr.m
.................\...................\shift.m
.................\...................\showIm.m
.................\...................\spyrBand.m
.................\...................\spyrHt.m
.................\...................\spyrNumBands.m
.................\...................\steer2HarmMtx.m
.................\...................\subMtx.m
.................\...................\upConv.c
.................\...................\upConv.dll
.................\...................\upConv.m
.................\...................\upConv.mex4
.................\...................\upConv.mexlx
.................\...................\upConv.mexsol
.................\...................\var2.m
.................\...................\vector.m
.................\...................\wpyrBand.m
.............

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