Evaluation of the ICP Algorithm in 3D Point Cloud Registration

The iterative closest point (ICP) algorithm is widely used in three-dimensional (3D) point cloud registration, and it is very stable and robust. However, its biggest drawback is being easily trapped in a local optimal solution, which results in the incorrect registration result. Currently, there is...

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Bibliographic Details
Main Authors: Peng Li, Ruisheng Wang, Yanxia Wang, Wuyong Tao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
ICP
Online Access:https://ieeexplore.ieee.org/document/9060927/