1. A computer-implemented method comprising: identifying, by a computing device, a first portion of a facial image in a captured first image, wherein the first portion includes noise; identifying a corresponding portion of the facial image in a separately captured second image, wherein the corresponding portion includes less noise than the first portion; determining a noise level across the first portion and the corresponding portion; smoothing at least a portion of the noise from the first portion based upon, at least in part, the noise level; and adding at least a portion of face specific details from the corresponding portion to the first portion.