Edge detection in images is crucial for analysis and identification. Differential operators like Roberts, Sobel, Prewitt, Canny, and Log are commonly used for this purpose. Through algorithm analysis and MATLAB comparison, it was found that Canny and Log operators are more complex but more accurate in detecting edges compared to Roberts, Sobel, and Prewitt. The choice of operator depends on the specific situation.