A method of partially overlapping point clouds registration based on differential evolution algorithm.

3D point cloud registration is a key technology in 3D point cloud processing, such as 3D reconstruction, object detection. Trimmed Iterative Closest Point algorithm is a prevalent method for registration of two partially overlapping clouds. However, it relies heavily on the initial value and is liab...

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Bibliographic Details
Main Authors: Xuetao Zhang, Ben Yang, Yunhao Li, Changle Zuo, Xuewei Wang, Wanxu Zhang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0209227