In the absence of any knowledge about the noise ‘n’, a meaningful criterion
function is to seek an f^ such that H f^ approximates of in a least square sense
by assuming the noise term is as small as possible.
Where H = system operator.
f^ = estimated input image.
g = degraded image.
