Signs of classification of images and the analysis of efficiency of their use by means of statistical modelling

There were received expressions of sufficient statistics for radar images classification. The images were formed according to data in RSA with synthetic aperture. There was made a comparative analysis of the images classification efficiency using the sufficient statistics vector and the moments' vector as the criterions with parametric and no-parametric decision rules.