initial sd-vbs

initial sd-vbs

add sd-vbs

sd-vbs

1 files changed, 204 insertions, 0 deletions

diff --git a/SD-VBS/benchmarks/texture_synthesis/src/matlab/showWpyr.m b/SD-VBS/benchmarks/texture_synthesis/src/matlab/showWpyr.m
new file mode 100755
index 0000000..510e395
--- /dev/null
+++ b/SD-VBS/benchmarks/texture_synthesis/src/matlab/showWpyr.m
@@ -0,0 +1,204 @@
+% RANGE = showWpyr (PYR, INDICES, RANGE, GAP, LEVEL_SCALE_FACTOR)
+% 
+% Display a separable QMF/wavelet pyramid, specified by PYR and INDICES
+% (see buildWpyr), in the current figure.
+% 
+% RANGE is a 2-vector specifying the values that map to black and
+% white, respectively.  These values are scaled by
+% LEVEL_SCALE_FACTOR^(lev-1) for bands at each level.  Passing a value
+% of 'auto1' sets RANGE to the min and max values of MATRIX.  'auto2'
+% sets RANGE to 3 standard deviations below and above 0.0.  In both of
+% these cases, the lowpass band is independently scaled.  A value of
+% 'indep1' sets the range of each subband independently, as in a call
+% to showIm(subband,'auto1').  Similarly, 'indep2' causes each subband
+% to be scaled independently as if by showIm(subband,'indep2').
+% The default value for RANGE is 'auto1' for 1D images, and 'auto2' for
+% 2D images.
+% 
+% GAP (optional, default=1) specifies the gap in pixels to leave
+% between subbands (2D images only).  
+% 
+% LEVEL_SCALE_FACTOR indicates the relative scaling between pyramid
+% levels.  This should be set to the sum of the kernel taps of the
+% lowpass filter used to construct the pyramid (default assumes
+% L2-normalized filters, using a value of 2 for 2D images, sqrt(2) for
+% 1D images).
+
+% Eero Simoncelli, 2/97.
+
+function [range] = showWpyr(pyr, pind, range, gap, scale);
+
+% Determine 1D or 2D pyramid:
+if ((pind(1,1) == 1) | (pind(1,2) ==1))
+  nbands = 1;
+else
+  nbands = 3;
+end
+
+%------------------------------------------------------------
+%% OPTIONAL ARGS:
+
+if (exist('range') ~= 1)  
+  if (nbands==1)
+    range = 'auto1';
+  else
+    range = 'auto2';
+  end
+end
+                
+if (exist('gap') ~= 1)
+  gap = 1;
+end
+
+if (exist('scale') ~= 1)
+  if (nbands == 1)
+    scale = sqrt(2);
+  else
+    scale = 2;
+  end
+end
+
+%------------------------------------------------------------
+
+ht = wpyrHt(pind);
+nind = size(pind,1);
+
+%% Auto range calculations:
+if strcmp(range,'auto1')
+  range = zeros(nind,1);
+  mn = 0.0; mx = 0.0;
+  for lnum = 1:ht
+    for bnum = 1:nbands
+      band = wpyrBand(pyr,pind,lnum,bnum)/(scale^(lnum-1));
+      range((lnum-1)*nbands+bnum) = scale^(lnum-1);
+      [bmn,bmx] = range2(band);
+      mn = min(mn, bmn);  mx = max(mx, bmx);
+    end    
+  end
+  if (nbands == 1)
+    pad = (mx-mn)/12;                   % *** MAGIC NUMBER!!
+    mn = mn-pad;  mx = mx+pad;
+  end
+  range = range * [mn mx];              % outer product
+  band = pyrLow(pyr,pind);
+  [mn,mx] = range2(band);
+  if (nbands == 1)
+    pad = (mx-mn)/12;                   % *** MAGIC NUMBER!!
+    mn = mn-pad;  mx = mx+pad;
+  end
+  range(nind,:) = [mn, mx];
+
+elseif strcmp(range,'indep1')
+  range = zeros(nind,2);
+  for bnum = 1:nind
+    band = pyrBand(pyr,pind,bnum);
+    [mn,mx] = range2(band);
+    if (nbands == 1)
+      pad = (mx-mn)/12;                 % *** MAGIC NUMBER!!
+      mn = mn-pad;  mx = mx+pad;
+    end
+    range(bnum,:) =  [mn mx];
+  end
+
+elseif strcmp(range,'auto2')
+  range = zeros(nind,1);
+  sqsum = 0;  numpixels = 0;
+  for lnum = 1:ht
+    for bnum = 1:nbands
+      band = wpyrBand(pyr,pind,lnum,bnum)/(scale^(lnum-1));
+      sqsum = sqsum + sum(sum(band.^2));
+      numpixels = numpixels + prod(size(band));
+      range((lnum-1)*nbands+bnum) = scale^(lnum-1);
+    end    
+  end
+  stdev = sqrt(sqsum/(numpixels-1));
+  range = range * [ -3*stdev 3*stdev ]; % outer product
+  band = pyrLow(pyr,pind);
+  av = mean2(band);   stdev = sqrt(var2(band));
+  range(nind,:) = [av-2*stdev,av+2*stdev];
+
+elseif strcmp(range,'indep2')
+  range = zeros(nind,2);
+  for bnum = 1:(nind-1)
+    band = pyrBand(pyr,pind,bnum);
+    stdev = sqrt(var2(band));
+    range(bnum,:) =  [ -3*stdev 3*stdev ];
+  end
+  band = pyrLow(pyr,pind);
+  av = mean2(band);   stdev = sqrt(var2(band));
+  range(nind,:) = [av-2*stdev,av+2*stdev];
+  
+elseif isstr(range)
+  error(sprintf('Bad RANGE argument: %s',range))
+  
+elseif ((size(range,1) == 1) & (size(range,2) == 2))
+  scales = scale.^[0:ht];
+  if (nbands ~= 1)
+    scales = [scales; scales; scales];
+  end
+  range = scales(:) * range;            % outer product
+  band = pyrLow(pyr,pind);
+  range(nind,:) = range(nind,:) + mean2(band) - mean(range(nind,:));
+
+end
+
+% CLEAR FIGURE:
+clf;
+
+if (nbands == 1)
+
+  %%%%%  1D signal:
+  for bnum=1:nind
+    band = pyrBand(pyr,pind,bnum);
+    subplot(nind,1,nind-bnum+1);
+    plot(band);
+    axis([1, prod(size(band)), range(bnum,:)]);
+  end
+
+else  
+
+  %%%%% 2D signal:
+  colormap(gray);
+  cmap = get(gcf,'Colormap');
+  nshades = size(cmap,1);
+
+  %  Find background color index:
+  clr = get(gcf,'Color');
+  bg = 1;
+  dist = norm(cmap(bg,:)-clr);
+  for n = 1:nshades
+    ndist = norm(cmap(n,:)-clr);
+    if (ndist < dist)
+      dist = ndist;
+      bg = n;
+    end
+  end  
+
+  %% Compute positions of subbands:
+  llpos = ones(nind,2);
+  for lnum = 1:ht
+    ind1 = nbands*(lnum-1) + 1;
+    xpos = pind(ind1,2) + 1 + gap*(ht-lnum+1);
+    ypos = pind(ind1+1,1) + 1 + gap*(ht-lnum+1);
+    llpos(ind1:ind1+2,:) = [ypos 1; 1 xpos; ypos xpos];
+  end
+  llpos(nind,:) = [1 1];  %lowpass
+
+  %% Make position list positive, and allocate appropriate image:
+  llpos = llpos - ones(nind,1)*min(llpos) + 1;
+  urpos = llpos + pind - 1;
+  d_im = bg + zeros(max(urpos));
+
+  %% Paste bands into image, (im-r1)*(nshades-1)/(r2-r1) + 1.5 
+  for bnum=1:nind
+    mult = (nshades-1) / (range(bnum,2)-range(bnum,1));
+    d_im(llpos(bnum,1):urpos(bnum,1), llpos(bnum,2):urpos(bnum,2)) = ...
+        mult*pyrBand(pyr,pind,bnum) + (1.5-mult*range(bnum,1));
+  end
+    
+  hh = image(d_im);
+  axis('off');
+  pixelAxes(size(d_im),'full');
+  set(hh,'UserData',range);
+
+end