?? decomp_reconst.m
字號(hào):
function fh = decomp_reconst(fn,Nsc,Nor,block,noise,parent,covariance,optim,sig);
% Decompose image into subbands, denoise, and recompose again.
% fh = decomp_reconst(fn,Nsc,Nor,block,noise,parent);
% Javier Portilla, Univ. de Granada, 5/02
% Last revision: 11/04
if (block(1)/2==floor(block(1)/2))|(block(2)/2==floor(block(2)/2)),
error('Spatial dimensions of neighborhood must be odd!');
end
if ~exist('parent'),
parent = 1;
end
if ~exist('covariance'),
covariance = 1;
end
if ~exist('optim'),
optim = 1;
end
[pyr,pind] = buildSFpyr(fn,Nsc,Nor-1);
[pyrN,pind] = buildSFpyr(noise,Nsc,Nor-1);
pyrh = real(pyr);
Nband = size(pind,1);
for nband = 1:Nband -1,
fprintf('%d % ',round(100*nband/(Nband-1)))
aux = pyrBand(pyr, pind, nband);
auxn = pyrBand(pyrN, pind, nband);
[Nsy,Nsx] = size(aux);
prnt = parent & (nband < Nband-1-Nor) & (nband>1);
BL = zeros(size(aux,1),size(aux,2),1 + prnt);
BLn = zeros(size(aux,1),size(aux,2),1 + prnt);
BL(:,:,1) = aux;
BLn(:,:,1) = auxn*sqrt(((Nsy-2)*(Nsx-2))/(Nsy*Nsx)); % because we are discarding 2 coefficients on every dimension
if prnt,
aux = pyrBand(pyr, pind, nband+Nor);
aux = real(expand(aux,2));
auxn = pyrBand(pyrN, pind, nband+Nor);
auxn = real(expand(auxn,2));
BL(:,:,2) = aux;
BLn(:,:,2) = auxn*sqrt(((Nsy-2)*(Nsx-2))/(Nsy*Nsx)); % because we are discarding 2 coefficients on every dimension
end
sy2 = mean2(BL(:,:,1).^2);
sn2 = mean2(BLn(:,:,1).^2);
if sy2>sn2,
SNRin = 10*log10((sy2-sn2)/sn2);
else
disp('Signal is not detectable in noisy subband');
end
% main
BL = denoi_BLS_GSM_band(BL,block,BLn,prnt,covariance,optim,sig);
pyrh(pyrBandIndices(pind,nband)) = BL(:)';
end
fh = reconSFpyr(pyrh,pind);
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