Issues with bwskel skeleton
16 views (last 30 days)
Show older comments
Andrew Luce
on 27 Jul 2020
Commented: Image Analyst
on 6 Aug 2020
Hello,
I wanted to use bwskel to get a line down this image of a printed line. However, I am getting small line chunks of the outline instead. What am I doing wrong? The code I used is below and I attached the image.
img= imread('C:\Users\aluce\Documents\random lines\25g 1 10 PSI 5 MMS.jpg'); %put in image directly from FLIR camer
imgray = rgb2gray(img); % turn color image to greyscale
[imgray, rect] = imcrop(imgray); %opens up image, drag crop box, double click to select, rect coorinates use for crop
%%
BW = im2bw(imgray,0.8); % convert to binary image
%imshow(BW)
out = bwskel(BW);
imshow(out)
0 Comments
Accepted Answer
Image Analyst
on 27 Jul 2020
Andrew:
After you binarized the image, there were some small holes in it that gave loops in the skeleton. I took the largest blob (to get rid of a noise speck) and then filled the holes in the remaining blob. Corrected code:
img= imread('25g 1 10 PSI 5 MMS.jpg'); %put in image directly from FLIR camer
imgray = rgb2gray(img); % turn color image to greyscale
subplot(2, 2, 1);
imshow(imgray, []);
% [imgray, rect] = imcrop(imgray); %opens up image, drag crop box, double click to select, rect coorinates use for crop
BW = im2bw(imgray, 0.8); % convert to binary image
% Take largest blob only.
BW = bwareafilt(BW, 1);
% Fill holes.
BW = imfill(BW, 'holes');
subplot(2, 2, 2);
imshow(BW, []);
%imshow(BW)
minBranchLength = round(sum(BW(:)) / 2)
skelImage = bwskel(BW, 'MinBranchLength', minBranchLength);
subplot(2, 2, 3);
imshow(skelImage)
g = gcf;
g.WindowState = 'maximized'
5 Comments
Image Analyst
on 6 Aug 2020
Well you could take a single color channel and threshold it. That would give sharp edges. But of course that was the first step in getting the skeleton image in the first place. So I guess I don't know what you think using Hu's moments would get you.
More Answers (0)
See Also
Products
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!