1. A system comprising: a system processor; a system memory; and an image transformation engine stored in the system memory; wherein the system processor is configured to execute the image transformation engine to: receive image data corresponding to an image; detect a feature on a surface of the image; synthesize a texture corresponding to the feature; and produce an augmented reality representation of the image having the texture for display to a user, wherein the texture covers a surface of the augmented reality representation of the image corresponding to a portion of the feature that is not visible on the surface of the image.