Hahn moments are a set of orthogonal moment based on the discrete Hahn polynomials defined over the image coordinate space. Their implementation does not involve any numerical approximation. In this section, we will give brief formulation of 2D weighted Hahn moments including polynomials and we will describe their capacity to capture significant features from image with significant reduce of dimensionality.