From 1b112cc4fa50d77e869a561a2373aa0b592c9958 Mon Sep 17 00:00:00 2001 From: RT Raghavan Date: Mon, 13 May 2024 16:14:44 -0400 Subject: [PATCH] Adding color texture synthesis code --- colorTextureSynth/copyright.txt | 24 + colorTextureSynth/demo.m | 15 + colorTextureSynth/olives256.o.bmp | Bin 0 -> 196662 bytes colorTextureSynth/readme.txt | 38 ++ colorTextureSynth/textureColorAnalysis.m | 294 +++++++++++ colorTextureSynth/textureColorSynthesis.m | 573 ++++++++++++++++++++++ 6 files changed, 944 insertions(+) create mode 100644 colorTextureSynth/copyright.txt create mode 100644 colorTextureSynth/demo.m create mode 100644 colorTextureSynth/olives256.o.bmp create mode 100644 colorTextureSynth/readme.txt create mode 100644 colorTextureSynth/textureColorAnalysis.m create mode 100644 colorTextureSynth/textureColorSynthesis.m diff --git a/colorTextureSynth/copyright.txt b/colorTextureSynth/copyright.txt new file mode 100644 index 0000000..866f056 --- /dev/null +++ b/colorTextureSynth/copyright.txt @@ -0,0 +1,24 @@ +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% COPYRIGHT NOTE: +% ============== +% +% This software, in its present version, cannot: +% 1) be re-distributed, totally or partially, after modification +% 2) be used for other than academic/research or personal purposes +% 3) be used for generating published material without acknowledging +% its source, and the publication: +% +% A parametric texture model based on joint statistics of complex wavelet coefficients. +% J Portilla and E P Simoncelli +% International Journal of Computer Vision, vol. 40, num. 1, pp. 49-71, 2000. +% +% Please send an email report of any bugs to: portilla@io.cfmac.csic.es +% +% J. Portilla and E. P. Simoncelli +% portilla@io.cfmac.csic.es, eero.simoncelli@nyu.edu +% +% October 2000, New York University, New York +% Released Version 1.0: January 2009, CSIC, Madrid. +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/colorTextureSynth/demo.m b/colorTextureSynth/demo.m new file mode 100644 index 0000000..cab5520 --- /dev/null +++ b/colorTextureSynth/demo.m @@ -0,0 +1,15 @@ + +im0 = imread('olives256.o.bmp'); +im0 = im0(101+15:228+15,101-28:228-28,:); + +Nsx = 128; % Synthetic image dimensions +Nsy = 128; + +Nsc = 3; % Number of pyramid scales +Nor = 4; % Number of orientations +Na = 7; % Number of spatial neighbors considered for spatial correlations +Niter = 25; % Number of iterations of the synthesis loop + +[params] = textureColorAnalysis(im0, Nsc, Nor, Na); +tic; im = textureColorSynthesis(params, [Nsy Nsx], Niter); toc + diff --git a/colorTextureSynth/olives256.o.bmp b/colorTextureSynth/olives256.o.bmp new file mode 100644 index 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uo*1Vkku6;LI+lJT$G%OOT}IC-Wo|maEvOOfX%Or`Ej@BUS>3Iv?fZY>c!tdY literal 0 HcmV?d00001 diff --git a/colorTextureSynth/readme.txt b/colorTextureSynth/readme.txt new file mode 100644 index 0000000..dc231ad --- /dev/null +++ b/colorTextureSynth/readme.txt @@ -0,0 +1,38 @@ +===================================================== +Color texture analysis & synthesis toolbox for Matlab + +J. Portilla and E. P. Simoncelli +portilla@io.cfmac.csic.es, eero.simoncelli@nyu.edu + +October 2000, New York University, New York +Released Version 1.0: January 2009, CSIC, Madrid. + +===================================================== + +This toolbox implements a color version of the texture model and +synthesis method described in: + + J Portilla and E P Simoncelli, "A parametric texture model + based on joint statistics of complex wavelet coefficients", + International Journal of Computer Vision, 40(1):49-71, 2000 + +Instructions: + +1) You'll need to first download the original (grayscale) toolbox from +http://www.cns.nyu.edu/~eero/texture/ + +2) Save to a folder and make that folder available in your Matlab +path, eg. addpath(genpath()) - see help information for +"path" in Matlab. + +3) add the files "textureColorAnalysis.m" and +"textureColorSynthesis.m" to that folder + +4) run the file "demo.m" script, which will generate a synthetic +texture based on the example image provided (olives256.o.bmp). +The script is easily modified to run on any image file you like. + +Please see copyright statement in the "copyright.txt" file and report +any bugs to "portilla@io.cfmac.csic.es". + +Enjoy! diff --git a/colorTextureSynth/textureColorAnalysis.m b/colorTextureSynth/textureColorAnalysis.m new file mode 100644 index 0000000..955a3c8 --- /dev/null +++ b/colorTextureSynth/textureColorAnalysis.m @@ -0,0 +1,294 @@ +function [params] = textureColorAnalysis(im0, Nsc, Nor, Na) + +% Analyze texture for application of Portilla-Simoncelli model/algorithm. +% +% [params] = textureColorAnalysis(im0, Nsc, Nor, Na); +% im0: original image (uint8, true color) +% Nsc: number of scales +% Nor: number of orientations +% Na: spatial neighborhood considered (Na x Na) +% +% Example: Nsc=4; Nor=4; Na=7; +% +% See also textureColorSynthesis. +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% See readme.txt for further information about installing/using this code. +% See copyright.txt for restrictions on usage. +% +% J. Portilla and E. P. Simoncelli +% portilla@io.cfmac.csic.es, eero.simoncelli@nyu.edu +% +% October 2000, New York University, New York +% Released Version 1.0: January 2009, CSIC, Madrid. +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +[Ny,Nx,Nclr] = size(im0); +im0 = double(im0); + +% Apply PCA to the RGB components + +imPCA = reshape(im0,Ny*Nx,Nclr); +mean0 = mean(imPCA).'; +imPCA = imPCA - ones(Ny*Nx,Nclr)*diag(mean0); +Cclr0 = innerProd(imPCA)/(Ny*Nx); +[V,D] = eig(Cclr0); +imPCA = imPCA*V*pinv(sqrt(D)); +imPCA = reshape(imPCA,Ny,Nx,Nclr); + +%% Check required args are passed +if (nargin < 4) + error('Function called with too few input arguments'); +end + +if ( mod(Na,2) == 0 ) + error('Na is not an odd integer'); +end + +%% If the spatial neighborhood Na is too big for the lower scales, +%% "modacor22.m" will make it as big as the spatial support at +%% each scale: + +nth = log2(min(Ny,Nx)/Na); +if nth 1e-6, + skew0p(Nsc+1,clr) = mean2(im(1:Nly,1:Nlx,clr).^3)/vari^1.5; + kurt0p(Nsc+1,clr) = mean2(im(1:Nly,1:Nlx,clr).^4)/vari^2; + else + skew0p(Nsc+1,clr) = 0; + kurt0p(Nsc+1,clr) = 3; + end +end + +%% Compute central autoCorr of each Mag band, and the autoCorr of the +%% combined (non-oriented) band. +ace = NaN * ones(Na,Na,Nsc,Nor,Nclr); +for clr = 1:Nclr, +for nsc = Nsc:-1:1, + for nor = 1:Nor, + nband = (nsc-1)*Nor+nor+1; + ch = pyrBand(apyr0(:,clr),pind0,nband); + [Nly, Nlx] = size(ch); + Sch = min(Nlx, Nly); + le = min(Sch/2-1,la); + cx = Nlx/2+1; %Assumes Nlx even + cy = Nly/2+1; + ac = fftshift(real(ifft2(abs(fft2(ch)).^2)))/prod(size(ch)); + ac = ac(cy-le:cy+le,cx-le:cx+le); + ace(la-le+1:la+le+1,la-le+1:la+le+1,nsc,nor,clr) = ac; + end + + %% Combine ori bands + + bandNums = [1:Nor] + (nsc-1)*Nor+1; %ori bands only + ind1 = pyrBandIndices(pind0, bandNums(1)); + indN = pyrBandIndices(pind0, bandNums(Nor)); + bandInds = [ind1(1):indN(length(indN))]; + %% Make fake pyramid, containing dummy hi, ori, lo + fakePind = [pind0(bandNums(1),:);pind0(bandNums(1):bandNums(Nor)+1,:)]; + fakePyr = [zeros(prod(fakePind(1,:)),1);... + rpyr0(bandInds,clr); zeros(prod(fakePind(size(fakePind,1),:)),1);]; + ch = reconSFpyr(fakePyr, fakePind, [1]); % recon ori bands only + im(1:Nly,1:Nlx,clr) = real(expand(im(1:Nly/2,1:Nlx/2,clr),2))/4; + im(1:Nly,1:Nlx,clr) = im(1:Nly,1:Nlx,clr) + ch; + ac = fftshift(real(ifft2(abs(fft2(im(1:Nly,1:Nlx,clr))).^2)))/prod(size(ch)); + ac = ac(cy-le:cy+le,cx-le:cx+le); + acr(la-le+1:la+le+1,la-le+1:la+le+1,nsc,clr) = ac; + vari = ac(le+1,le+1); + if vari/var0(clr) > 1e-6, + skew0p(nsc,clr) = mean2(im(1:Nly,1:Nlx,clr).^3)/vari^1.5; + kurt0p(nsc,clr) = mean2(im(1:Nly,1:Nlx,clr).^4)/vari^2; + else + skew0p(nsc,clr) = 0; + kurt0p(nsc,clr) = 3; + end +end +end + +%% Compute the cross-correlation matrices of the coefficient magnitudes +%% pyramid at the different levels and orientations + +C0 = zeros(Nclr*Nor,Nclr*Nor); +Cx0 = zeros(Nclr*Nor,Nclr*Nor,Nsc-1); +Cr0 = zeros(2*Nor*Nclr,Nclr*2*Nor,Nsc+1); +Crx0 = zeros(Nclr*Nor,2*Nclr*Nor,Nsc); + +for nsc = 1:Nsc, + firstBnum = (nsc-1)*Nor+2; + cousinSz = prod(pind0(firstBnum,:)); + ind = pyrBandIndices(pind0,firstBnum); + cousinInd = ind(1) + [0:Nor*cousinSz-1]; + + cousins = zeros(cousinSz,Nor,Nclr); + rcousins = zeros(cousinSz,Nor,Nclr); + parents = zeros(cousinSz,Nor,Nclr); + rparents = zeros(cousinSz,2*Nor,Nclr); + + for clr = 1:Nclr, + + if (nsc 0) + Cx0(:,:,nsc) = (cousins'*parents)/cousinSz; + end + + if (nsc == Nsc), + rparents = rparents(:,1:5,:); + end + nrp = size(rparents,2)*Nclr; + nrc = size(rcousins,2)*Nclr; + rcousins = reshape(rcousins,[cousinSz nrc]); + rparents = reshape(rparents,[cousinSz nrp]); + + Cr0(1:nrc,1:nrc,nsc) = innerProd(rcousins)/cousinSz; + if (nrp > 0) + Crx0(1:nrc,1:nrp,nsc) = (rcousins'*rparents)/cousinSz; + if (nsc==Nsc) + Cr0(1:nrp,1:nrp,Nsc+1) = innerProd(rparents)/cousinSz; + end + end +end + + +%% Calculate the variance of the HF residual. + +vHPR0 = zeros(Nclr,1); +for clr = 1:Nclr, + channel = pyr0(pyrBandIndices(pind0,1),clr); + vHPR0(clr) = mean2(channel.^2); +end + +statsLPim = [skew0p; kurt0p]; + +params = struct('pixelStats', statg0, ... + 'pixelStatsPCA', statgP, ... + 'pixelLPStats', statsLPim, ... + 'autoCorrReal', acr, ... + 'autoCorrMag', ace, ... + 'magMeans', magMeans0, ... + 'cousinMagCorr', C0, ... + 'parentMagCorr', Cx0, ... + 'cousinRealCorr', Cr0, ... + 'parentRealCorr', Crx0, ... + 'varianceHPR', vHPR0,... + 'colorCorr', Cclr0); + + diff --git a/colorTextureSynth/textureColorSynthesis.m b/colorTextureSynth/textureColorSynthesis.m new file mode 100644 index 0000000..81d90bf --- /dev/null +++ b/colorTextureSynth/textureColorSynthesis.m @@ -0,0 +1,573 @@ +function [im,snrP,imS] = textureColorSynthesis(params, im0, Niter, cmask, imask, pmask) + +% res = textureColorSynthesis(params, initialIm, Niter, cmask, imask, pmask) +% +% Synthesize color texture with Portilla-Simoncelli model/algorithm. +% +% params: structure containing texture parameters (as returned by textureColorAnalysis). +% +% im0: initial image (true color, uint8), OR a vector (Ydim, Xdim, [SEED]) +% containing dimensions of desired image and an optional seed for the random +% number generator. If dimensions are passed, initial image is +% Gaussian white noise. +% +% Niter (optional): Number of iterations. Default = 50. +% +% cmask (optional): binary column vector (5x1) indicating which sets of +% constraints we want to apply in the synthesis and the display option. +% The four constraints are: +% 1) Marginal statistics (moments at different scales) +% 2) Auto-Correlation of image (at different scales) +% 3) Correlation of magnitude responses (space, orientation, scale) +% 4) Relative local phase +% The fifth element is: +% 5) Display convergence plots while processing (1 = on/ 0 = off, default) +% +% imask (optional): imsize(:) x 4 matrix. First column is a binary mask, second, +% third and fourth columns contain the image values to be imposed (R,G,B). +% +% pmask (optional): pyrsize x 2 matrix. First column is a binary mask, second +% column contains the (real) pyramid coefficients to be imposed. +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% See readme.txt for further information about installing/using this code. +% See copyright.txt for restrictions on usage. +% +% J. Portilla and E. P. Simoncelli +% portilla@io.cfmac.csic.es, eero.simoncelli@nyu.edu +% +% October 2000, New York University, New York +% Released Version 1.0: January 2009, CSIC, Madrid. +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +Nclr = 3; % Number of colors + +%% Check required args are passed: +if (nargin < 2) + error('Function called with too few input arguments'); +end + +if ~exist('Niter') | isempty(Niter) + Niter = 50; +end + +if exist('cmask') & ~isempty(cmask) + cmask = (cmask > 0.5); % indices of ones in mask +else + cmask = ones(5,1); + cmask(5) = 1; +end + +if exist('imask') & ~isempty(imask) + imaskInd = find( imask(:,1) > 0.5 ); % indices of ones in mask +else + imaskInd = []; +end + +if exist('pmask') & ~isempty(pmask) + pmaskInd = find( pmask(:,1) > 0.5 ); % indices of ones in mask +else + pmaskInd = []; +end + +%% Extract parameters: +statg0 = params.pixelStats.'; +mean0 = statg0(1,:); var0 = statg0(2,:); +skew0 = statg0(3,:); kurt0 = statg0(4,:); +mn0 = statg0(5,:); mx0 = statg0(6,:); +statgP = params.pixelStatsPCA.'; +skewP = statgP(1,:); kurtP = statgP(2,:); +mnP = statgP(3,:); mxP = statgP(4,:); +statsLPim = params.pixelLPStats; +skew0p = statsLPim(1:size(statsLPim,1)/2,:); +kurt0p = statsLPim(size(statsLPim,1)/2+1:size(statsLPim,1),:); +acr0 = params.autoCorrReal; +ace0 = params.autoCorrMag; +magMeans0 = params.magMeans; +C0 = params.cousinMagCorr; +Cx0 = params.parentMagCorr; +Cr0 = params.cousinRealCorr; +Crx0 = params.parentRealCorr; +vHPR0 = params.varianceHPR; +Cclr0 = params.colorCorr; + +Nclr = 3; + +%% Extract {Nsc, Nor, Na} from params +tmp = size(params.autoCorrMag); +Na = tmp(1); Nsc = tmp(3); Nor = tmp(4); +la = (Na-1)/2; + +%% If im0 is a vector of length 2, create Gaussian white noise image of this +%% size, with desired pixel mean and variance. If vector length is +%% 3, use the 3rd element to seed the random number generator. +if ( length(im0) <= 3 ) + if ( length(im0) == 3) + randn('state', im0(3)); % Reset Seed + im0 = im0(1:2); + end + Ny = im0(1); + Nx = im0(2); + im = zeros(Ny, Nx, Nclr); + for clr = 1:Nclr, + im(:,:,clr) = randn(Ny,Nx); + end + im = reshape(im, Ny*Nx, Nclr); + im = adjustCorr1s(im, Cclr0); + im = real(im); + im = im + ones(Ny*Nx,Nclr)*diag(mean0); + im = reshape(im, Ny, Nx, Nclr); +else + im = double(im0); +end + +if (( exist('imask') == 1 ) & ~isempty(imask) ) + imMask= double(reshape(imask(:,1),Ny,Nx)); + imOrig = double(reshape(imask(:,2:4),Ny,Nx,Nclr)); + for clr =1 : Nclr, + im(:,:,clr) = imOrig(:,:,clr).*imMask + im(:,:,clr).*(1-imMask); + end +end + + +%% If the spatial neighborhood Na is too big for the lower scales, +%% "modacor22.m" will make it as big as the spatial support at +%% each scale: +[Ny,Nx,Nclr] = size(im); +nth = log2(min(Ny,Nx)/Na); +if nth 1e-3, + [im(1:Nly,1:Nlx,clr), snr2(niter,Nsc+1,clr)] = ... + modacor22(im(1:Nly,1:Nlx,clr),... + acr0(la-le+1:la+le+1,la-le+1:la+le+1,Nsc+1,clr),p); + else + im(1:Nly,1:Nlx,clr) = im(1:Nly,1:Nlx,clr)*sqrt(vari/var2(im(1:Nly,1:Nlx,clr))); + end + if (var2(imag(ch))/var2(real(ch)) > 1e-3) + fprintf(1,'Discarding non-trivial imaginary part, lowPass autoCorr!'); + end + im(1:Nly,1:Nlx,clr) = real(im(1:Nly,1:Nlx,clr)); +end % cmask(2) +if cmask(1), + if vari/D(clr,clr) > 1e-3, + [im(1:Nly,1:Nlx,clr),snr7(niter,2*(Nsc+1)-1,clr)] = ... + modskew(im(1:Nly,1:Nlx,clr),skew0p(Nsc+1,clr),p); % Adjusts skewness + [im(1:Nly,1:Nlx,clr),snr7(niter,2*(Nsc+1),clr)] = ... + modkurt(im(1:Nly,1:Nlx,clr),kurt0p(Nsc+1,clr),p); % Adjusts kurtosis + end +end % cmask(1) + end % clr + + %% Coarse-to-fine loop: + for nsc = Nsc:-1:1 + + firstBnum = (nsc-1)*Nor+2; + cousinSz = prod(pind(firstBnum,:)); + ind = pyrBandIndices(pind,firstBnum); + cousinInd = ind(1) + [0:Nor*cousinSz-1]; + + cousins = zeros(cousinSz,Nor,Nclr); + rcousins = zeros(cousinSz,Nor,Nclr); + parents = zeros(cousinSz,Nor,Nclr); + rparents = zeros(cousinSz,2*Nor,Nclr); + +if (cmask(3) | cmask(4)), + for clr = 1:Nclr, + + %% Interpolate parents + if (nsc 1e-3) + fprintf(1,'Non-trivial imaginary part, mag crossCorr, lev=%d!\n',nsc); + else + cou = real(cou); + apyr(cousinInd,clr) = vectify(cou); + end + + %% Adjust autoCorr of magnitude responses + nband = (nsc-1)*Nor+2; + Sch = min(pind(nband,:)/2); + nz = sum(sum(~isnan(ace0(:,:,nsc,1,clr)))); + lz = (sqrt(nz)-1)/2; + le = min(Sch/2-1,lz); + for nor = 1:Nor, + nband = (nsc-1)*Nor+nor+1; + ch = pyrBand(apyr(:,clr),pind,nband); + [ch, snr1(niter,nband-1,clr)] = modacor22(ch,... + ace0(la-le+1:la+le+1,la-le+1:la+le+1,nsc,nor,clr)); + ch = real(ch); + apyr(pyrBandIndices(pind,nband),clr) = vectify(ch); + %% Impose magnitude: + ind = pyrBandIndices(pind,nband); + mag = apyr(ind,clr) + magMeans0(nband,clr); + mag = mag .* (mag>0); + pyr(ind,clr) = pyr(ind,clr)... + .* (mag./(abs(pyr(ind,clr))+(abs(pyr(ind,clr)) 1e-3) + fprintf(1,'Non-trivial imaginary part, real crossCorr, lev=%d!\n',nsc); + end + %%% NOTE: THIS SETS REAL PART ONLY! + pyr(cousinInd,clr) = vectify(real(rcousins(:,:,clr))); +end % cmask(4) + + %% Re-create analytic subbands + dims = pind(firstBnum,:); + ctr = ceil((dims+0.5)/2); + ang = mkAngle(dims, 0, ctr); + ang(ctr(1),ctr(2)) = -pi/2; + for nor = 1:Nor, + nband = (nsc-1)*Nor+nor+1; + ind = pyrBandIndices(pind,nband); + ch = pyrBand(pyr(:,clr), pind, nband); + ang0 = pi*(nor-1)/Nor; + xang = mod(ang-ang0+pi, 2*pi) - pi; + amask = 2*(abs(xang) < pi/2) + (abs(xang) == pi/2); + amask(ctr(1),ctr(2)) = 1; + amask(:,1) = 1; + amask(1,:) = 1; + amask = fftshift(amask); + ch = ifft2(amask.*fft2(ch)); % "Analytic" version + pyr(ind,clr) = vectify(ch); + end + + %% Combine ori bands + bandNums = [1:Nor] + (nsc-1)*Nor+1; %ori bands only + ind1 = pyrBandIndices(pind, bandNums(1)); + indN = pyrBandIndices(pind, bandNums(Nor)); + bandInds = [ind1(1):indN(length(indN))]; + %% Make fake pyramid, containing dummy hi, ori, lo + fakePind = [pind(bandNums(1),:);pind(bandNums(1):bandNums(Nor)+1,:)]; + fakePyr = [zeros(prod(fakePind(1,:)),1);... + real(pyr(bandInds,clr)); zeros(prod(fakePind(size(fakePind,1),:)),1);]; + ch = reconSFpyr(fakePyr, fakePind, [1]); % recon ori bands only + [Nly, Nlx] = size(ch); + im(1:Nly,1:Nlx,clr) = real(expand(im(1:Nly/2,1:Nlx/2,clr),2))/4; + im(1:Nly,1:Nlx,clr) = im(1:Nly,1:Nlx,clr) + ch; + vari = acr0(la+1:la+1,la+1:la+1,nsc,clr); +if cmask(2), + if vari/D(clr,clr) > 1e-3, + [im(1:Nly,1:Nlx,clr), snr2(niter,nsc,clr)] = ... + modacor22(im(1:Nly,1:Nlx,clr), acr0(la-le+1:la+le+1,la-le+1:la+le+1,nsc,clr), p); + else + im(1:Nly,1:Nlx,clr) = im(1:Nly,1:Nlx,clr)*sqrt(vari/var2(im(1:Nly,1:Nlx,clr))); + end +end % cmask(2) + im = real(im); + +if cmask(1), + %% Fix marginal stats + if vari/D(clr,clr) > 1e-3, + [im(1:Nly,1:Nlx,clr),snr7(niter,2*nsc-1,clr)] = ... + modskew(im(1:Nly,1:Nlx,clr),skew0p(nsc,clr),p); % Adjusts skewness + [im(1:Nly,1:Nlx,clr),snr7(niter,2*nsc,clr)] = ... + modkurt(im(1:Nly,1:Nlx,clr),kurt0p(nsc,clr),p); % Adjusts kurtosis + end +end % cmask(1) + + end % for clr = 1:Nclr + + end %END Coarse-to-fine loop + + for clr = 1:Nclr, + + %% Adjust variance in HP, if higher than desired +if (cmask(2)|cmask(3)|cmask(4)), + ind = pyrBandIndices(pind,1); + ch = pyr(ind,clr); + vHPR = mean2(ch.^2); + if vHPR > vHPR0(clr), + ch = ch * sqrt(vHPR0(clr)/vHPR); + pyr(ind,clr) = ch; + end +end % cmask(2) + + + im(:,:,clr) = im(:,:,clr) + reconSFpyr(real(pyr(:,clr)), pind, [0]); %recon hi only + +if cmask(2), + la = (Na - 1)/2; + le = la; + [im(:,:,clr), snr2(niter,Nsc+2,clr)] = ... + modacor22(im(:,:,clr), acr0(la-le+1:la+le+1,la-le+1:la+le+1,Nsc+2,clr), p); +end % cmask(2) + im = real(im); + + %% Pixel statistics of the PCA channels + means = mean2(im(:,:,clr)); + vars = var2(im(:,:,clr), means); +if cmask(1), + im(:,:,clr) = im(:,:,clr) - means; % Adjusts mean and variance + im(:,:,clr) = im(:,:,clr)/sqrt(vars); + im(:,:,clr) = modskew(im(:,:,clr),skewP(clr)); % Adjusts skewness (keep mean and variance) + im(:,:,clr) = modkurt(im(:,:,clr),kurtP(clr)); % Adjusts kurtosis (keep mean and variance, +end % if cmask(1) + + end % clr + + %impose desired correlation between RGB bands + im = reshape(im, Ny*Nx, Nclr); + im = im - ones(Ny*Nx,Nclr)*diag(mean(im)); + im = adjustCorr1s(im, eye(Nclr)); + im = real(im); + im = im * sqrt(D) * V.'; + im = im + ones(Ny*Nx,Nclr)*diag(mean0); + im = reshape(im, Ny, Nx, Nclr); + +for clr =1:Nclr, + + %% Pixel statistics of the RGB channels + means = mean2(im(:,:,clr)); + vars = var2(im(:,:,clr), means); + [mns mxs] = range2(im(:,:,clr)); + im(:,:,clr) = im(:,:,clr)-means; % Adjusts mean and variance + snr7(niter,2*(Nsc+1)+1,clr) = snr(mx0(clr)-mn0(clr),sqrt((mx0(clr)-mxs)^2+(mn0(clr)-mns)^2)); + skews = skew2(im(:,:,clr)); + snr7(niter,2*(Nsc+1)+2,clr) = snr(skew0(clr),skew0(clr)-skews); + kurts = kurt2(im(:,:,clr)); + snr7(niter,2*(Nsc+1)+3,clr) = snr(kurt0(clr),kurt0(clr)-kurts); +if cmask(1), + im(:,:,clr) = im(:,:,clr)*sqrt(((1-p)*vars + p*var0(clr))/vars); +end % cmaks(1) + im(:,:,clr) = im(:,:,clr)+mean0(clr); +if cmask(1), + im(:,:,clr) = modskew(im(:,:,clr),skew0(clr)); % Adjusts skewness (keep mean and variance) + im(:,:,clr) = modkurt(im(:,:,clr),kurt0(clr)); % Adjusts kurtosis (keep mean and variance, + % but not skewness) + im(:,:,clr) = max(min(im(:,:,clr),mx0(clr)),mn0(clr)); % Adjusts range (affects everything) +end % if cmask(1) + + %% Force pixels specified by image mask + if (~isempty(imaskInd)) + im(:,:,clr) = imMask.*imOrig(:,:,clr) + (1-imMask).*im(:,:,clr); + end + snr6(niter,clr) = snr(im(:,:,clr)-mean0(clr),im(:,:,clr)-prev_im(:,:,clr)); + +end % for clr + + if floor(log2(niter))==log2(niter), + nq = nq + 1; + imS(:,:,:,nq) = im; + end + + tmp = prev_im; + prev_im=im; + change = im - tmp; + +if cmask(5), + figure(imf); + subplot(1,2,1); + showIm(im(:,:,1),[0 255],256/max(Ny,Nx)); + Mach = max(max(max(change))); + Mich = min(min(min(change))); + image(uint8(255*(change-Mich)/(Mach-Mich)));axis('image');axis('off'); + title('Change'); + subplot(1,2,2); + showIm(im(:,:,1),[0 255],256/max(Ny,Nx)); + image(uint8(im)); axis('image');axis('off'); + title(sprintf('iteration %d',niter)); + drawnow +end % cmask(5) + + % accelerator +% alpha = 0.8; +% im = im + alpha*change; + + +end %END MAIN LOOP + +im = prev_im; +im = uint8(im); +