A novel partial-to-partial registration method based on sampling network

Point cloud registration is mainly to estimate a rigid transformation between point clouds. The traditional optimization-based registration method requires a good initial position, and it is easy to fall into a local optimal solution. Some learning-based methods are introduced to reduce the dependence on the initial transformation, but they cannot handle partial-to-partial registration tasks. This paper proposes a learning-based registration …