If you want to do it, use real leather, and have it stitched around the hard corners by a professional. Don't use any spray adhesives either. Use a decent contact cement, such as Westwood.
Also, remove the old fabric off, but do not remove the black undergarment that separates the fabric from the foam. Nothing is worse then having to glue onto foam, as it usually reacts poorly and lift the fabric.