LIO-SAM
r3live
LIO-SAM | r3live | |
---|---|---|
1 | 1 | |
3,091 | 1,869 | |
- | 2.7% | |
0.0 | 0.0 | |
about 1 month ago | 10 months ago | |
C++ | C++ | |
BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 only |
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LIO-SAM
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How do I create a map from a point cloud?
Probably, it's better to have a look at LIO-SAM (https://github.com/TixiaoShan/LIO-SAM). It generates a 3D map in a global frame based on LiDAR point cloud, IMU data with optional GPS support.
r3live
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LiDAR-Camera fusion
Not really my area, but some light google work turned up this review paper from 2020 (conclusion: it's still a pretty new area of study) and this github repo for something released in 2022 that seems fairly functional.
What are some alternatives?
VeloView - VeloView performs real-time visualization and easy processing of live captured 3D LiDAR data from Velodyne sensors (Alpha Prime™, Puck™, Ultra Puck™, Puck Hi-Res™, Alpha Puck™, Puck LITE™, HDL-32, HDL-64E). Runs on Windows, Linux and MacOS. This repository is a mirror of https://gitlab.kitware.com/LidarView/VeloView-Velodyne.
openMVS - open Multi-View Stereo reconstruction library
hdl_graph_slam - 3D LIDAR-based Graph SLAM
xivo - X Inertial-aided Visual Odometry
AliceVision - Photogrammetric Computer Vision Framework
INSTINCT - INS Toolkit for Integrated Navigation Concepts and Training
OpenMVG (open Multiple View Geometry) - open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
meshlab - The open source mesh processing system
Uiana-MapImporter