These techniques help to reduce the dimensionality of the feature vector and the extracted
features can be made invariant to global deformations like translation and rotation. The
transformations used may be Fourier, Walsh, Haar, Hadamard, Karhunen-Loeve, Hough,
principal axis transform etc.