An image can be expanded in terms of a discrete set of basis arrays
called basis images. Unitary matrices can generate these basis images.
Alternatively, a given NXN image can be viewed as an N^2X1 vectors. An image
transform provides a set of coordinates or basis vectors for vector space.
