Edge detection in images is crucial for tasks like recognizing objects and analyzing motion. The Canny algorithm is a powerful tool for this. A study compared different methods and found that the Canny algorithm is more efficient and accurate than others. Additionally, the algorithm was improved to work better with blurry and noisy images.