An image transformation, usually a one-to-one operator used to lessen Noise or enhance certain characteristics of the image. For any particular (x,y) coordinate on the transformed image, the spatial Filter assigns a grey shade on the basis of the grey shades of a particular spatial pattern near the coordinates (x,y).