Interactive Map Correction for 3D Graph SLAM
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interactive_slam is an open source 3D LIDAR-based mapping framework. In contrast to existing automatic SLAM packages, we aim to develop a semi-automatic framework which allows the user to interactively and intuitively correct mapping failures (e.g., corrupted odometry, wrong loop detection, distorted map, etc) with minimal human effort. This framework provides several map correction features: - [Manual & Automatic] Loop closing - [Manual] Plane-based map correction - [Manual] Multiple map merging - [Automatic] Pose edge refinement
This package is built on top of the ROS ecosystem. You can start building a map with a pose graph constructed by hdlgraphslam or a customized LeGO-LOAM, or odometry data generated by any ROS package. If you are interested in a ROS-independent cross platform version (Ubuntu/Windows), see here.
This package has been tested on Ubuntu 18.04 & ROS melodic.
interactive_slam depends on the following libraries:
# for ROS melodic sudo apt-get install libglm-dev libglfw3-dev sudo apt-get install ros-melodic-geodesy ros-melodic-pcl-ros ros-melodic-nmea-msgs ros-melodic-libg2o
cd ~/catkin_ws/src git clone https://github.com/koide3/ndt_omp git clone https://github.com/koide3/hdl_graph_slam git clone https://github.com/koide3/odometry_saver git clone https://github.com/SMRT-AIST/interactive_slam --recursive
cd ~/catkin_ws catkin_make -DCMAKE_BUILD_TYPE=Release
ROS Kinetic users
This package cannot be built using gcc and ld on Ubuntu 16. If you are on Ubuntu 16 and ROS kinetic, try the LLVM toolchain. Note: we recommend to use this package on melodic because we do only build-test but not run-test on kinetic.
sudo apt install clang-6.0 lld-6.0 sudo update-alternatives --install /usr/bin/ld ld /usr/bin/ld.lld-6.0 50 sudo update-alternatives --install /usr/bin/clang clang /usr/bin/clang-6.0 50 sudo update-alternatives --install /usr/bin/clang++ clang++ /usr/bin/clang++-6.0 50 cd ~/catkin_ws && rm -rf build devel # be aware of that this command removes build and devel directories CC=clang CXX=clang++ catkin_make -DCMAKE_BUILD_TYPE=Release
In this example, we create a map with odometry data generated from a rosbag file with LeGO-LOAM. See more.
In this example, we correct a largely bent map with plane constraints and merge it with another map. See more.
You can feed graph/odometry files generated by your program to interactive_slam. See more
interactive_slam is released under GPLv3 license. If you are interested in a closed-source version or you need technical support, see here and contact us.
Kenji Koide, Jun Miura, Masashi Yokozuka, Shuji Oishi, and Atsuhiko Banno, Interactive 3D Graph SLAM for Map Correction, IEEE Robotics and Automation Letters (RA-L), 2020 (to appear)
Kenji Koide, [email protected]
Human-centered Mobility Research Center, National Institute of Advanced Industrial Science and Technology, Japan [URL]