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Adaptive Clustering (GPU version): A lightweight and accurate point cloud clustering method

YouTube Video

How to build

cd ~/catkin_ws/src/
git clone -b agx https://github.com/yzrobot/adaptive_clustering.git
cd ~/catkin_ws
catkin_make

Test environment

Jetson Xavier AGX
Jetpack 4.4.1
CUDA 10.2
PCL 1.8
Eigen 3

Citation

If you are considering using this code, please reference the following:

@article{yz19auro,
   author = {Zhi Yan and Tom Duckett and Nicola Bellotto},
   title = {Online learning for 3D LiDAR-based human detection: Experimental analysis of point cloud clustering and classification methods},
   journal = {Autonomous Robots},
   year = {2019}
}

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[ROS package] Lightweight and Accurate Point Cloud Clustering

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