IEEE

Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network

Abstract: In this study we apply 3D convolutional neural network (CNN) for tree species identification. Study includes the three most common Finnish tree species. Study uses a relatively large ...
GitHub

PCTreeS — 3D Point Cloud Tree Species Classification Using Airborne LiDAR Images

Reliable large-scale data on the state of forests is crucial for monitoring ecosystem health, carbon stock, and the impact of climate change. Current knowledge of tree species distribution relies ...
IEEE

Modeling and Simulation of 3D Random Nanowire Network Based on Modified Kd-tree Algorithm

Abstract: Random nanowire network has become an important material foundation of many emerging interdisciplinary subjects. In this study, a specific simulation method using kd-tree algorithm with ...
GitHub

This is the code repository implementing the paper "TreePartNet: Neural Decomposition of Point Clouds for 3D Tree Reconstruction".

The project is tested on Ubuntu 18.04 with cuda10.1. If you find our work useful in your research, please cite us using the following BibTeX entry. @article{TreePartNet21, title={TreePartNet: Neural ...