Point cloud tools for Matlab

Various tools for working with large point clouds
5.8K Downloads
Updated 17 May 2023

Point cloud tools for Matlab

Note: If you just want to align 2 point clouds with the ICP algorithm, check out a newer and simpler solution called simpleICP (also available at the Matlab File Exchange). However, if you want to work with point clouds and visualize them, or you need a more flexible and powerful ICP algorithm to align > 2 point clouds at once, this here might be the right solution for you.

Documentation

The documentation is hosted here: https://www.geo.tuwien.ac.at/pg/pctools/pctools.html

Currently included are:

  • pointCloud class: a Matlab class to read, manipulate and write point clouds

  • globalICP class: a Matlab class to optimize the alignment of many point clouds with the ICP algorithm

alt tag

Also available on: View Point cloud tools for Matlab on File Exchange

Please cite related papers if you use this code:

@article{glira2015a,
  title={A Correspondence Framework for ALS Strip Adjustments based on Variants of the ICP Algorithm},
  author={Glira, Philipp and Pfeifer, Norbert and Briese, Christian and Ressl, Camillo},
  journal={Photogrammetrie-Fernerkundung-Geoinformation},
  volume={2015},
  number={4},
  pages={275--289},
  year={2015},
  publisher={E. Schweizerbart'sche Verlagsbuchhandlung}
}

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Cite As

Glira, Philipp, et al. “A Correspondence Framework for ALS Strip Adjustments Based on Variants of the ICP Algorithm.” Photogrammetrie - Fernerkundung - Geoinformation, vol. 2015, no. 4, Schweizerbart, Aug. 2015, pp. 275–89, doi:10.1127/pfg/2015/0270.

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MATLAB Release Compatibility
Created with R2023a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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classes/4lsAdj

classes/4pointCloud

classes/4pointCloud/4plot

classes/@corrPoints

classes/@globalICP

classes/@globalICP/private

classes/@img

classes/@lsAdj

classes/@pointCloud

classes/@polyMesh

costfunctions

external/export_fig

functions

scripts

Versions that use the GitHub default branch cannot be downloaded

Version Published Release Notes
2.0.0.3

Updated link to docs

2.0.0.2

Change project image

2.0.0.1

Add link to simpleICP

2.0.0.0

Major update for pointCloud and globalICP class.

1.0.0.0

Description updated
Image updated
Description updated
Description updatet
Image added

Image updated
Tags added

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.