This repository contains a Jupyter Notebook that demonstrates the segmentation of brain medical images using a hybrid approach combining Otsu's thresholding method with a Genetic Algorithm (GA). This ...

Otsu is a thresholding method used to differentiate the pixels into foreground and background by calculating the maximum variance between both classes. The method can be further formulated to digitize ...

Abstract: Since Otsu algorithm does not take the image spatial neighbor information into consideration, we combine the Markov random field with Otsu algorithm to integrate gray level information and ...

Abstract: Otsu adaptive thresholding is widely used in classic image segmentation. Two-dimensional Otsu thresholding algorithm is regarded as an effective improvement of the original Otsu method. To ...