A convolution matrix can be applied to images to archieve effects such as blurring, sharpening, embossing, edge detection, and more. Gimp docs give a good explanation here. You can try it out in this page yourself. These are just simple examples to explain convolutional matrix. For real edge/contour detection tasks, OpenCV is probably a better tool.