Counting coins - bwconncomp returns only one object
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I'm doing an exercise using the Image Processing Toolbox and the 'coins.png' image built-in in MATLAB.
In the last line of the code before the function, when I call the function bwconncomp, I returns only one object instead of 14.
filtsize = 85;
im1 = imread('coins.png');
[r,c] = size(im1);
im2 = imread('eight.tif');
[r2,c2] = size(im2);
filtsizeh = floor(filtsize/2);
im = zeros(r+r2+filtsize,c+filtsize);
im(filtsizeh+1:filtsizeh+r+r2,filtsizeh+1:filtsizeh+c) = [im1;255-im2(:,1:c)];
[r,c] = size(im);
imagesc(im);colormap(gray);title('test image');axis equal;
msk=[]; msk_dil=[]; msk_dil_erd=[]; centroid=[]; component_size=[];
[msk,thrsh] = OtsuThreshold(im);
figure; imagesc(msk); colormap(gray); title('Otsu'); axis equal;
msk_dil = im<=88;
figure; imagesc(msk_dil); colormap(gray); title('Dilated'); axis equal;
msk_dil_erd = imerode(msk_dil,ones(7,7));
figure; imagesc(msk_dil_erd); colormap(gray); title('Eroded'); axis equal;
comps = bwconncomp(msk_dil_erd);
%%
function [msk,thrsh] = OtsuThreshold(img)
histogram = imhist(img);
thrsh = otsuthresh(histogram);
thrsh = thrsh*255;
msk = img > thrsh;
end
Someone able to help?
采纳的回答
KALYAN ACHARJYA
2020-12-24
编辑：KALYAN ACHARJYA
2020-12-24
Please note it consider white pixels as objects, hence it shows 1. Have you check the "msk_dil_erd" image. May be you complement the image, check it carefully-
figure; imagesc(~msk_dil_erd); colormap(gray); title('Eroded'); axis equal;
comps = bwconncomp(~msk_dil_erd)
More: This may show a different result, as some coins may still be interconnected., do the image erode with proper structuring element to get disconnected coins (also note on the outer space may consider the 1 object)
更多回答（1 个）
Image Analyst
2020-12-24
So it doesn't work because of this line:
im(filtsizeh+1:filtsizeh+r+r2,filtsizeh+1:filtsizeh+c) = [im1;255-im2(:,1:c)];
c is the number of columns in im1, then you're trying to use it to index into im2, which does not have as many columns as im1, and it throws the error.
Index in position 2 exceeds array bounds (must not exceed 308).
Error in test5 (line 17)
im(filtsizeh+1:filtsizeh+r+r2,filtsizeh+1:filtsizeh+c) = [im1;255-im2(:,1:c)];
But I noticed you accepted the answer so I guess you got it figured out. Let us know if that's not the case and I need to fix anything.
2 个评论
KALYAN ACHARJYA
2020-12-24
Sir, I executed the code, it runs without any error. (Considering the same image name)
Image Analyst
2020-12-24
Yes, but if they're different sized images like he used, then it throws an error.
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