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Point Cloud
arXiv (Cornell University)
Compute-Bound and Low-Bandwidth Distributed 3D Graph-SLAM
2020
This article describes a new approach for distributed 3D SLAM map building. The key contribution of this article is the creation of a distributed graph-SLAM map-building architecture responsive to bandwidth and computational needs of the robotic platform. Res…
Article

Point Cloud

Set of data points in three-dimensional space

A point cloud is a discrete set of data points in space. The points may represent a 3D shape or object. Each point position has its set of Cartesian coordinates (X, Y, Z). Point clouds are generally produced by 3D scanners or by photogrammetry software, which measure many points on the external surfaces of objects around them. As the output of 3D scanning processes, point clouds are used for many purposes, including to create 3D computer-aided design (CAD) models for manufactured parts, for metrology and quality inspection, and for a multitude of visualizing, animating, rendering, and mass customization applications.

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arXiv (Cornell University)
Compute-Bound and Low-Bandwidth Distributed 3D Graph-SLAM
2020
This article describes a new approach for distributed 3D SLAM map building. The key contribution of this article is the creation of a distributed graph-SLAM map-building architecture responsive to bandwidth and computational needs of the robotic platform. Responsiveness is afforded by the integration of a 3D point cloud to plane cloud compression algorithm that approximates dense 3D point cloud using local planar patches. Compute bound platforms may restrict the computational duration of the compression algorithm …
Click Point Cloud Vs:
Computer Science
Simultaneous Localization And Mapping
Planar Transmission Line
Computer Vision
Artificial Intelligence
Algorithm
Robot
Theoretical Computer Science
Mobile Robot
Click Point Cloud Vs:
Computer Graphics