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Author: abdullahelen

BasicSample.m

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+%% Histogram-based global thresholding
+% Elen, A. & Dönmez, E., Histogram-based global thresholding method for
+% image binarization, Optik, vol. 306, pp. 1-20 (2024).
+% https://doi.org/10.1016/j.ijleo.2024.171814
+% -------------------------------------------------------------------------
+
+clc;
+clear;
+close all;
+
+%% Section 1: Get image.
+% Set full path to the image.
+imgFile = 'Images\Test.gif';
+% Read image data.
+img = imread(imgFile);
+% Convert RGB image to grayscale, if need.
+if (imfinfo(imgFile).BitDepth > 8)
+    img = rgb2gray(img);
+end
+
+%% Section 2: Run method.
+thresholdElen = ElenThreshold(img);
+
+% Binarize the image by threshold value.
+binImg = imbinarize(img, thresholdElen / 256.0);
+
+
+%% Section 3: Show result.
+fig = figure();
+sgtitle('Elen''s Thresholding Method.');
+
+subplot(1, 2, 1);
+imshow(img);
+title('Input Image');
+
+subplot(1, 2, 2);
+imshow(binImg);
+title('Output Image');
+