when ever I run fcm on a color mri to segement it into clusters it always gives like .95 ownership to the same index in every column
%img is a pre read image file I use jpg and k is number of clusters
function findTumor(img,k)
file=double(img);
output = img;
[nrow ncol noneed]=size(file);
file=reshape(file,nrow*ncol,3);
[c,idx]=fcm(file,k);
% taking the max ownerhip would make this the same as normal k means
%[c,idx] = max(idx,[],1);
%file=reshape(idx,nrow,ncol);
idx
for p = 1:k
for i = 1:nrow
for j= 1:ncol
if idx(p,(nrow*ncol)) < .7
output(i,j,:)= 0;
end
end
end
figure, imshow(uint8(round(output)));
output=img;
end
end
this image is a sample of my idx showing how index 3 always takes like .99 ownership