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Adaptive Median Filter (MATLAB Code)
by Kiran Kintali
Converting MATLAB Algorithms into Serialized Designs for HDL Code Generation
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| get_median_1d(inbuf) |
%#codegen
function outbuf = get_median_1d(inbuf)
numpixels = length(inbuf);
tbuf = inbuf;
for ii=coder.unroll(1:numpixels)
if bitand(ii,uint32(1)) == 1
tbuf = compare_stage1(tbuf);
else
tbuf = compare_stage2(tbuf);
end
end
outbuf = tbuf;
end
function outbuf = compare_stage1(inbuf)
numpixels = length(inbuf);
tbuf = compare_stage(inbuf(1:numpixels-1));
outbuf = [tbuf(:)' inbuf(numpixels)];
end
function outbuf = compare_stage2(inbuf)
numpixels = length(inbuf);
tbuf = compare_stage(inbuf(2:numpixels));
outbuf = [inbuf(1) tbuf(:)'];
end
function [outbuf] = compare_stage(inbuf)
step = 2;
numpixels = length(inbuf);
outbuf = inbuf;
for ii=coder.unroll(1:step:numpixels)
t = compare_pixels([inbuf(ii), inbuf(ii+1)]);
outbuf(ii) = t(1);
outbuf(ii+1) = t(2);
end
end
function outbuf = compare_pixels(inbuf)
if (inbuf(1) > inbuf(2))
outbuf = [inbuf(1), inbuf(2)];
else
outbuf = [inbuf(2), inbuf(1)];
end
end
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