Apply the color white (255) to some black pixels (0)

Question

Alberto Acri 2023-7-12

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评论： Alberto Acri 2023-7-12

I need to apply the color white (255) to some black pixels.

For example, in my case I have the geometry of 'circles' (but I can also have other similar geometries, such as ellipses).

Is there any way to easily fill the circle(s) (or similar geometries) with white color?

The starting images are 'test', 'test2', 'test3', 'test4'; the images I want to get are 'test_out', 'test2_out', 'test3_out', 'test4_out'.

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Dyuman Joshi 2023-7-12

Check out - Filling Circles

Note - Requires Image Processing Toolbox

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Answer 1

Vishnu 2023-7-12

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Hi Alberto,

You can easily fill the circle with white color using MATLAB. Here's the code to guide on how to do it:

This assumes that the circles are well-defined and have distinct boundaries. If the circles are partially obscured or have irregular boundaries, additional image processing techniques may be required to accurately fill them.

image = imread('test.png'); % read the image file into MATLAB
grayImage = rgb2gray(image);% convert it to grayscale using the rgb2gray function.
% Use the imbinarize function to convert the grayscale image to a binary image 
% using a suitable threshold value. 
% Adjust the threshold value until the circles are well-segmented.
thresholdValue = graythresh(grayImage);
binaryImage = imbinarize(grayImage, thresholdValue);
% Use the imfill function to fill the circles in the binary image with white color.
filledImage = imfill(binaryImage, 'holes');
outputFilename = 'test_out.png';  % Specify the desired filename
imwrite(filledImage, outputFilename);
% Use the imshow function to display the filled image.
imshow(filledImage);

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Alberto Acri 2023-7-12

Hi, thank you for your response. I have edited the post. I don't always have circles as input image. They can also be partially overlapping. At the moment your code works for me. I will update you in case I have problems with your code.

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Answer 2

Anavi Somani 2023-7-12

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Hi Alberto,

You can try running these commands in MATLAB to fill in a circle imported from a file.

% Read the input images
test = imread('test.png');
test2 = imread('test2.png');
% Convert the images to grayscale
test_gray = rgb2gray(test);
test2_gray = rgb2gray(test2);
% Apply edge detection to find the boundaries of the circle(s)
test_edges = edge(test_gray, 'Canny');
test2_edges = edge(test2_gray, 'Canny');
% Perform a morphological closing operation to close any gaps in the edges
se = strel('disk', 5);
test_closed = imclose(test_edges, se);
test2_closed = imclose(test2_edges, se);
% Fill the circle(s) with white color
test_out = test;
test_out(test_closed) = 255;
test2_out = test2;
test2_out(test2_closed) = 255;
% Display the output images
figure;
subplot(2, 2, 1), imshow(test), title('Input Image (test)');
subplot(2, 2, 2), imshow(test_out), title('Output Image (test_out)');
subplot(2, 2, 3), imshow(test2), title('Input Image (test2)');
subplot(2, 2, 4), imshow(test2_out), title('Output Image (test2_out)');