52 lines
1.0 KiB
Matlab
52 lines
1.0 KiB
Matlab
function r=visualize(X, mm, s1, s2)
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%FROM RBMLIB http://code.google.com/p/matrbm/
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%Visualize weights X. If the function is called as a void method,
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%it does the plotting. But if the function is assigned to a variable
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%outside of this code, the formed image is returned instead.
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if ~exist('mm','var')
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mm = [min(X(:)) max(X(:))];
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end
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if ~exist('s1','var')
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s1 = 0;
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end
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if ~exist('s2','var')
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s2 = 0;
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end
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[D,N]= size(X);
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s=sqrt(D);
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if s==floor(s) || (s1 ~=0 && s2 ~=0)
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if (s1 ==0 || s2 ==0)
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s1 = s; s2 = s;
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end
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%its a square, so data is probably an image
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num=ceil(sqrt(N));
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a=mm(2)*ones(num*s2+num-1,num*s1+num-1);
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x=0;
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y=0;
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for i=1:N
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im = reshape(X(:,i),s1,s2)';
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a(x*s2+1+x : x*s2+s2+x, y*s1+1+y : y*s1+s1+y)=im;
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x=x+1;
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if(x>=num)
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x=0;
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y=y+1;
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end
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end
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d=true;
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else
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%there is not much we can do
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a=X;
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end
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%return the image, or plot the image
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if nargout==1
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r=a;
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else
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imagesc(a, [mm(1) mm(2)]);
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axis equal
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colormap gray
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end
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