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I want to diagnose disease malaria from blood sample. And I had done almost. But, there is a problem with the overlapped rbc. How to extract overlapped rbc from blood smear image?
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This is my code.
% Find image size
[m,n,numChannels] = size(im);
bw1=k_means(im*1.2);
bw1=im2bw(bw1);
bw2=bw1;
% Find Image Properties
reg_pro=regionprops(bw2,'all');
% Find small regions
for i=1:length(reg_pro)
if reg_pro(i).Area>100000
reg_pro(i).PixelIdxList=1;
end
end
% Save each images seperately as png
bboxes = [];
fnNum = 1;
fprintf('\nSaving Individual RBC images...')
for i=1:length(reg_pro)
k=reg_pro(i).BoundingBox;
if k(3)>50 && k(4)>50 && k(4)/k(3)<2 && k(4)/k(3)>.6
g=imcrop(im,[k]);
imwrite(g,strcat(segmentedPath,num2str(fnNum),'.png'));
imshow(g)
bboxes = [bboxes ; k];
% if dbug
% imshow(g)
% pause(.1)
% end
fnNum = fnNum + 1;
end
end
2 Comments
Image Analyst
on 23 Sep 2018
No idea, since you're not sharing your image. In the meantime, see
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