Toward a Unified Framework for Point Set Registration

Feiran Li,Kent Fujiwara,Yasuyuki Matsushita,Feiran Li,Kent Fujiwara,Yasuyuki Matsushita

Point set registration plays a critical role in robotics and computer vision. Early methods considered registration as a purely geometric problem, presenting excellent extensibility for various tasks due to their explicit handling of correspondences; statistical methods were later introduced to handle noise. However, the two categories of algorithms have evolved independently without sharing much ...