3D point cloud registration by ICP is a method that is currently widespread, but ICP has a problem that success or failure of registration strongly depends on initial allocation of point clouds and processing time is long. In this paper, we examine how initial allocation of target and source point clouds influences the process and processing time of 3D point clouds registration by ICP. We also discuss the initial allocation of point clouds to solve that problem and investigate its effect.