Comparative study of algorithms for matching sets of reference points

Experimental investigation of the algorithms for matching the sets of reference points in the problem on registration of images of fine art paintings is presented in this paper. The experiments are carried out using synthetic and real data sets. The decision about the possibility of applying the examined algorithms to image registration is made. The most suitable algorithm is chosen, and the development of a procedure for eliminating false correspondences is stated to be vital.