clc;
workspace;
fontSize = 20;
format compact;
folder = fileparts(which('cameraman.tif'));
baseFileName = 'onion.png';
fullFileName = fullfile(folder, baseFileName);
if ~exist(fullFileName, 'file')
fullFileNameOnSearchPath = baseFileName;
if ~exist(fullFileNameOnSearchPath, 'file')
errorMessage = sprintf('Error: %s does not exist in the search path folders.', fullFileName);
uiwait(warndlg(errorMessage));
return;
end
end
grayImage = imread(fullFileName);
[rows, columns, numberOfColorChannels] = size(grayImage);
if numberOfColorChannels > 1
grayImage = grayImage(:, :, 2);
end
subplot(2, 2, 1);
imshow(grayImage, []);
title('Original Grayscale Image', 'FontSize', fontSize, 'Interpreter', 'None');
set(gcf, 'Units', 'Normalized', 'OuterPosition', [0 0 1 1]);
set(gcf, 'Toolbar', 'none', 'Menu', 'none');
set(gcf, 'Name', 'Demo by ImageAnalyst', 'NumberTitle', 'Off')
[pixelCount, grayLevels] = imhist(grayImage);
subplot(2, 2, 2);
bar(grayLevels, pixelCount);
grid on;
title('Histogram of original image', 'FontSize', fontSize, 'Interpreter', 'None');
xlabel('Gray Level', 'FontSize', fontSize);
ylabel('Pixel Count', 'FontSize', fontSize);
xlim([0 grayLevels(end)]);
t = 155;
binaryImage = grayImage < t;
subplot(2, 2, 4);
imshow(binaryImage, []);
title('Binary Image', 'FontSize', fontSize, 'Interpreter', 'None');
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