Edge detection is crucial in image processing and computer vision. A new method combines Morphological-Sobel-Prewitt (MSP) edge detectors to accurately detect edges in various images. This approach can be used for a wide range of images and is compared to individual edge detectors. The study shows that the combined MSP edge detector is effective for multi-scale edge detection in computer vision and image processing.