Dear all, I wrote this code to extract cracks from a tomography image. I tried many ways to remove the background and enhance the colors for better crack extraction, but some cracks are still missing. Can anyone help me improve the code?
clear all
close all
clc
A= imread(‘image_1567.png’);
[rows, columns, numberOfColorChannels] = size(A);
[centers,radii] = imfindcircles(A,[500 650],Sensitivity=0.95);
mask = circles2mask(centers,radii,size(A));
new_image = A;
new_image(~mask) = nan;
figure(1)
sigma = 20;
Iflatfield = imflatfield(new_image,sigma);
imshow(Iflatfield)
figure(2)
imhist(Iflatfield);
figure(3)
crackMask = Iflatfield < 50;
imshow(crackMask)Dear all, I wrote this code to extract cracks from a tomography image. I tried many ways to remove the background and enhance the colors for better crack extraction, but some cracks are still missing. Can anyone help me improve the code?
clear all
close all
clc
A= imread(‘image_1567.png’);
[rows, columns, numberOfColorChannels] = size(A);
[centers,radii] = imfindcircles(A,[500 650],Sensitivity=0.95);
mask = circles2mask(centers,radii,size(A));
new_image = A;
new_image(~mask) = nan;
figure(1)
sigma = 20;
Iflatfield = imflatfield(new_image,sigma);
imshow(Iflatfield)
figure(2)
imhist(Iflatfield);
figure(3)
crackMask = Iflatfield < 50;
imshow(crackMask) Dear all, I wrote this code to extract cracks from a tomography image. I tried many ways to remove the background and enhance the colors for better crack extraction, but some cracks are still missing. Can anyone help me improve the code?
clear all
close all
clc
A= imread(‘image_1567.png’);
[rows, columns, numberOfColorChannels] = size(A);
[centers,radii] = imfindcircles(A,[500 650],Sensitivity=0.95);
mask = circles2mask(centers,radii,size(A));
new_image = A;
new_image(~mask) = nan;
figure(1)
sigma = 20;
Iflatfield = imflatfield(new_image,sigma);
imshow(Iflatfield)
figure(2)
imhist(Iflatfield);
figure(3)
crackMask = Iflatfield < 50;
imshow(crackMask) image analysis, crack identification, iflatfield MATLAB Answers — New Questions

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