/awesome-point-cloud-processing

A curated list of awesome Point Cloud Processing Resources, Libraries, Software

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awesome-point-cloud-processing

A curated list of awesome Point Cloud Processing Resources, Libraries, Software. Inspired by awesome-machine-learning

Please feel free to add more resources (pull requests)

Tutorials

Data Structures for Large 3D Point Cloud Processing. Data Structures for Large 3D Point Cloud Processing Tutorial at the 13th International Conference on Intelligent Autonomous Systems

INF555 Geometric Modeling: Digital Representation and Analysis of Shapes: lecture 7.

Libraries

Software (Open Source)

  • Paraview. Open-source, multi-platform data analysis and visualization application.
  • MeshLab. Open source, portable, and extensible system for the processing and editing of unstructured 3D triangular meshes
  • CloudCompare. 3D point cloud and mesh processing software Open Source Project
  • OpenFlipper. An Open Source Geometry Processing and Rendering Framework

Papers

Efficient Processing of Large 3D Point Clouds Jan Elseberg, Dorit Borrmann, Andreas N̈uchtre, Proceedings of the XXIII International Symposium on Information, Communication and Automation Technologies (ICAT '11), 2011

Data Structure for Efficient Processing in 3-D Jean-François Lalonde, Nicolas Vandapel and Martial Hebert, Robotics: Science and Systems I, 2005

An out-of-core octree for massive point cloud processing K. Wenzel, M. Rothermel, D. Fritsch, N. Haala, Workshop on Processing Large Geospatial Data 2014