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- % RES = RCONV2(MTX1, MTX2, CTR)
- %
- % Convolution of two matrices, with boundaries handled via reflection
- % about the edge pixels. Result will be of size of LARGER matrix.
- %
- % The origin of the smaller matrix is assumed to be its center.
- % For even dimensions, the origin is determined by the CTR (optional)
- % argument:
- % CTR origin
- % 0 DIM/2 (default)
- % 1 (DIM/2)+1
- % Eero Simoncelli, 6/96.
- function c = rconv2(a,b,ctr)
- if (exist('ctr') ~= 1)
- ctr = 0;
- end
- if (( size(a,1) >= size(b,1) ) & ( size(a,2) >= size(b,2) ))
- large = a; small = b;
- elseif (( size(a,1) <= size(b,1) ) & ( size(a,2) <= size(b,2) ))
- large = b; small = a;
- else
- error('one arg must be larger than the other in both dimensions!');
- end
- ly = size(large,1);
- lx = size(large,2);
- sy = size(small,1);
- sx = size(small,2);
- %% These values are one less than the index of the small mtx that falls on
- %% the border pixel of the large matrix when computing the first
- %% convolution response sample:
- sy2 = floor((sy+ctr-1)/2);
- sx2 = floor((sx+ctr-1)/2);
- % pad with reflected copies
- clarge = [
- large(sy-sy2:-1:2,sx-sx2:-1:2), large(sy-sy2:-1:2,:), ...
- large(sy-sy2:-1:2,lx-1:-1:lx-sx2); ...
- large(:,sx-sx2:-1:2), large, large(:,lx-1:-1:lx-sx2); ...
- large(ly-1:-1:ly-sy2,sx-sx2:-1:2), ...
- large(ly-1:-1:ly-sy2,:), ...
- large(ly-1:-1:ly-sy2,lx-1:-1:lx-sx2) ];
- c = conv2(clarge,small,'valid');
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