Research on a 3D Point Cloud Map Learning Algorithm Based on Point Normal Constraints

Laser point clouds are commonly affected by Gaussian and Laplace noise, resulting in decreased accuracy in subsequent surface reconstruction and visualization processes. However, existing point cloud denoising algorithms often overlook the local consistency and density of the point cloud normal vect...

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Bibliographic Details
Main Authors: Zhao Fang, Youyu Liu, Lijin Xu, Mahamudul Hasan Shahed, Liping Shi
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/19/6185