Modification of ICP algorithm by introducing the gain to speed up the alignment of two-dimensional point clouds

The article provides an overview of ICP algorithm and its common variants. It is proposed to use the gain to accelerate ICP-algorithm in the problem of comparison of two-dimensional point clouds. Calculation of the gain is presented. The algorithm obtained was experimentally tested to prove the feasibility and effectiveness of the proposed method.