pointtree 0.1.0

A Python Package for Tree Instance Segmentation in 3D Point Clouds.

A Python Package for Tree Instance Segmentation in 3D Point Clouds.

The package contains the official source code of the paper "Burmeister, Josafat-Mattias, et al. "Tree Instance Segmentation in Urban 3D Point Clouds Using a Coarse-to-Fine Algorithm Based on Semantic Segmentation." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences 10 (2024): 79-86.

Package Documentation

The documentation of our package is available here.

Project Setup

The setup of our package is described in the documentation.

How to Cite

If you use our code, please consider citing our paper:

@article{Burmeister_Tree_Instance_Segmentation_2024,
author = {Burmeister, Josafat-Mattias and Richter, Rico and Reder, Stefan and Mund, Jan-Peter and Döllner, Jürgen},
doi = {10.5194/isprs-annals-X-4-W5-2024-79-2024},
journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
pages = {79--86},
title = {{Tree Instance Segmentation in Urban 3D Point Clouds Using a Coarse-to-Fine Algorithm Based on Semantic Segmentation}},
volume = {X-4/W5-2024},
year = {2024}
}