1. In a computing environment, a method comprising, processing a lower-resolution image into a higher-resolution image, including by determining a gradient profile corresponding to the lower-resolution image, transforming the gradient profile into a sharpened image gradient, and reconstructing the higher-resolution image based upon the sharpened image gradient.