Image binarization and segmentation have been one of the most important operations in digital image processing and related fields. In spite of the enormous number of research studies in this field over the years. huge challenges still exist hampering the usability of some existing algorithms. Some of these challenges include high computational cost. https://foldlyers.shop/product-category/sirens/