The article explores a new method for detecting edges in digital images. The researchers aimed to improve upon existing edge detection techniques by addressing their limitations, such as sensitivity to noise. They developed a robust algorithm called DSCTHS to accurately identify edges in images and remove noise. This technique offers a more effective way to extract important information from images for various applications.