Possibly tweaking the contrast of the image a bit may lighten up some of the fuzz and make it vanish or at least be less apparent, if the fuzz is light colored. Though I'd say your best bet is to either get a hold of a copy of the image with better quality or use a fill tool like Sledger mentioned.