Description: BLS-GSM stands for Bayesian Least Squares- Gaussian Scale Mixture .
This toolbox implements the algorithm described in:
J Portilla, V Strela, M Wainwright, E P Simoncelli, Image Denoising
using Scale Mixtures of Gaussians in the Wavelet Domain, IEEE
Transactions on Image Processing. vol 12, no. 11, pp. 1338-1351,
November 2003
This
tool implements image denoising assuming that the noise is Gaussian,
and that we know its power spectral density (it does not need to be white).
To Search:
File list (Check if you may need any files):
BLS-GSM\Added_PyrTools\bound_extension.m
.......\..............\buildWUpyr.m
.......\..............\daubcqf.m
.......\..............\expand.m
.......\..............\mdwt.dll
.......\..............\midwt.dll
.......\..............\mirdwt.c
.......\..............\mirdwt.dll
.......\..............\mirdwt.m
.......\..............\mirdwt.map
.......\..............\mirdwt.mexw32.manifest
.......\..............\mirdwt.obj
.......\..............\mrdwt.c
.......\..............\mrdwt.dll
.......\..............\mrdwt.m
.......\..............\mrdwt.map
.......\..............\mrdwt.mexw32.manifest
.......\..............\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
.......\ReadMe.txt
.......\Simoncelli_PyrTools\-MacReadMe
.......\...................\.FBCIndex
.......\...................\.FBCSemaphoreFile
.......\...................\.Parent
.......\...................\binomialFilter.m
.......\...................\blur.m
.......\...................\blurDn.m
.......\...................\buildFullSFpyr2.m
.......\...................\buildGpyr.m
.......\...................\buildLpyr.m
.......\...................\buildSCFpyr.m
.......\...................\buildSCFpyrLevs.m
.......\...................\buildSFpyr.m
.......\...................\buildSFpyrLevs.m
.......\...................\buildSpyr.m
.......\...................\buildSpyrLevs.m
.......\...................\buildWpyr.m
.......\...................\cconv2.m
.......\...................\ChangeLog
.......\...................\clip.m
.......\...................\Contents.m
.......\...................\convolve.c
.......\...................\convolve.h
.......\...................\convolve.map
.......\...................\convolve.mexw32.manifest
.......\...................\convolve.obj
.......\...................\corrDn.c
.......\...................\corrDn.c~
.......\...................\corrDn.dll
.......\...................\corrDn.m
.......\...................\corrDn.map
.......\...................\corrDn.mex
.......\...................\corrDn.mex4
.......\...................\corrDn.mexglx
.......\...................\corrDn.mexlx
.......\...................\corrDn.mexmac
.......\...................\corrDn.mexsol
.......\...................\corrDn.mexw32.manifest
.......\...................\corrDn.碌
.......\...................\corrDn.碌.rsrc
.......\...................\corrDn.蟺.4
.......\...................\edges-orig.c
.......\...................\edges.c
.......\...................\einstein.pgm
.......\...................\entropy2.m
.......\...................\factorial.m
.......\...................\feynman.pgm
.......\...................\histo.c
.......\...................\histo.c~
.......\...................\histo.dll
.......\...................\histo.m
.......\...................\histo.mex
.......\...................\histo.mex4
.......\...................\histo.mexglx
.......\...................\histo.mexlx
.......\...................\histo.mexmac
.......\...................\histo.mexsol
.......\...................\histo.碌
.......\...................\histo.碌.rsrc
.......\...................\histo.蟺.4
.......\...................\histoMatch.m
.......\...................\ifftshift.m
.......\...................\imGradient.m
.......\...................\imStats.m
.......\...................\innerProd(modified).dll
.......\...................\innerProd.asv
.......\...................\innerProd.c
.......\...................\innerProd.dll.old
.......\...................\innerProd.m
.......\...................\innerProd.mexglx
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