What is the border around a picture called?

The border around a picture is commonly referred to as a "mat" or "matting" if it's a decorative layer that enhances the artwork. If it's simply a frame or outline, it can also be called a "frame border." In digital contexts, it might be referred to as a "border" or "padding."