Automatic point cloud registration algorithm based on the feature histogram of local surface.

In this paper, we present an efficient algorithm for point cloud registration in presence of low overlap rate and high noise. The proposed registration method mainly includes four parts: the loop voxel filtering, the curvature-based key point selection, the robust geometric descriptor, and the deter...

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Bibliographic Details
Main Authors: Jun Lu, Zhuo Wang, Bowen Hua, Kun Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0238802