The article compares different methods for detecting edges in images, which is important for identifying objects in pictures. The researchers used various algorithms like Sobel, Canny, Roberts, Prewitt, Laplacian of Gaussian, and Zero cross detection to find edges in images. They found that the Canny operator and Laplacian of Gaussian method were the most effective for edge detection in images.