Geometry Preserving Sampling Method Based on Spectral Decomposition for Large-Scale Environments

In the context of 3D mapping, larger and larger point clouds are acquired with lidar sensors. Although pleasing to the eye, dense maps are not necessarily tailored for practical applications. For instance, in a surface inspection scenario, keeping geometric information such as the edges of objects i...

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Bibliographic Details
Main Authors: Mathieu Labussière, Johann Laconte, François Pomerleau
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/frobt.2020.572054/full