LiDAR Processing Pipeline. Segmentation: "Fast Segmentation of 3D Point Clouds: A Paradigm on LiDAR Data for Autonomous Vehicle Applications". Clustering: "Fast Euclidean Clustering for Point Cloud Segmentation". Polygonization: "Efficient Generation of Simple Polygons for Characterizing the Shape of a Set of Points in the Plane".
β38May 31, 2024Updated 2 years ago
Alternatives and similar repositories for LiDAR-Processing
Users that are interested in LiDAR-Processing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π Fast Euclidean clustering of point clouds β¨β60Sep 21, 2022Updated 3 years ago
- An ROS implementation for paper "Curved-Voxel Clustering for Accurate Segmentation of 3D LiDAR Point Clouds with Real-Time Performance"β32Mar 24, 2023Updated 3 years ago
- LiDAR processing ROS2. Segmentation: "Fast Ground Segmentation for 3D LiDAR Point Cloud Based on Jump-Convolution-Process". Clustering: "β¦β61Jul 20, 2024Updated 2 years ago
- achieve localization by multi-sensor fusion such as GPS,IMU,Lidarβ29May 5, 2021Updated 5 years ago
- EKF-based LiDAR-Inertial Map matching Localizationβ68Jan 30, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- GndNet: Fast ground plane estimation and point cloud segmentation for autonomous vehicles using deep neural networks.β219Jun 4, 2021Updated 5 years ago
- Error State Kalman Filter based Loosely-Coupled Lidar-IMU Odometryβ37Sep 8, 2024Updated last year
- ros interface for cupochβ23Mar 10, 2022Updated 4 years ago
- A tightly coupled and real time LiDAR-Inertial SLAM algorithm. Based upon LIMO-Velo and FAST_LIO projects.β222Updated this week
- β12Jan 20, 2025Updated last year
- Unofficial implementation of "MapCleaner" a method for removing moving objects from point cloud maps.β105Apr 17, 2025Updated last year
- [RA-L] Traversable ground and above-ground object segmentation using graph representation of 3D LiDAR scansβ339May 19, 2026Updated 3 months ago
- This repo is a collection of codes developed through my Udacity coursesβ19Jan 6, 2025Updated last year
- This is a basic fuction bag for lidar point cloud.β19Mar 7, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- β15Jun 17, 2022Updated 4 years ago
- Parallel LiDAR Point Cloud Preprocessing for Autonomous Driving Applicationsβ10Apr 2, 2024Updated 2 years ago
- A ground segmentation algorithm for 3D point clouds based on the work described in βFast segmentation of 3D point clouds: a paradigm on Lβ¦β123Jan 20, 2022Updated 4 years ago
- An implementation on "Shen Z, Liang H, Lin L, Wang Z, Huang W, Yu J. Fast Ground Segmentation for 3D LiDAR Point Cloud Based on Jump-Convβ¦β127Nov 26, 2021Updated 4 years ago
- A ROS-based player to replay KiTTI dataset. http://www.cvlibs.net/datasets/kitti/β34Feb 14, 2021Updated 5 years ago
- Dynamic Initialization for LiDAR-inertial SLAMβ162Apr 16, 2025Updated last year
- A C++ version for "A Slope-robust Cascaded Ground Segmentation in 3D Point Cloud for Autonomous Vehicles" 2018 ITSCβ77Jul 21, 2021Updated 5 years ago
- β11Nov 30, 2020Updated 5 years ago
- Defines PoseWithCovarianceArray ROS msg and implements its rviz plugin.β16Jun 18, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ROS package for merging multiple 3D point cloud maps. Includes octomap occupancy map generation capability.β29Mar 7, 2022Updated 4 years ago
- Source code for the article "GroundGrid: LiDAR Point Cloud Ground Segmentation and Terrain Estimation"β264Mar 21, 2026Updated 5 months ago
- AFLI-Calib: Robust LiDAR-IMU extrinsic self-calibration based on adaptive frame length LiDAR odometryβ142Aug 14, 2025Updated last year
- A New Horizon: Employing Map Clustering Similarity for LiDAR-based Place Recognitionβ28Feb 2, 2024Updated 2 years ago
- β22Apr 22, 2022Updated 4 years ago
- GPU-accelerated FAST-LIO for ROS2 with Ouster support and Jetson Orin optimization.β31Jan 8, 2026Updated 7 months ago
- Scan Context C++ for LiDAR Place Recognitionβ16Apr 17, 2020Updated 6 years ago
- Are you ready for fast and robust ground-segmentation for all terrain robots?β131Apr 18, 2023Updated 3 years ago
- LIVW-Localization: A Multi-modal Information Fused Vehicle Localization Method for Complex, Large-Scale and GNSS-Denied Environments.β71Jan 19, 2026Updated 7 months ago
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for the Paper "Real Time Semantic Segmentation of High Resolution Automotive LiDAR Scans"β26Feb 2, 2026Updated 6 months ago
- A Package for Camera, IMU, Lidar Joint Calibration.β51May 20, 2023Updated 3 years ago
- 3D LiDAR Moving Object Segmentation Module. Includes AWV-MOS package and AWV-MOS-LIO packageβ57Sep 19, 2024Updated last year
- Compensate the position of the spinning point cloud frame while the laser scanner is moving.β11Apr 30, 2019Updated 7 years ago
- Multi sensor lidat-visual-imu fusion odometryβ11Nov 3, 2021Updated 4 years ago
- 3D LiDAR Object Detection & Tracking using Euclidean Clustering, RANSAC, & Hungarian Algorithmβ408Mar 20, 2024Updated 2 years ago
- [ICRA'24] DeFlow: Decoder of Scene Flow Network in Autonomous Drivingβ133Mar 13, 2025Updated last year