interactive_slam

by SMRT-AIST

SMRT-AIST / interactive_slam

Interactive Map Correction for 3D Graph SLAM

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interactive_slam

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

Screenshot_20191016_182424 [video]

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.

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Installation

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

Examples

Example1 - Basic usage with hdlgraphslam

In this example, we edit a map (pose graph) constructed by hdlgraphslam. See more. Screenshot_20191016_175924 png

Example2 - Generating odometry with external ROS package

In this example, we create a map with odometry data generated from a rosbag file with LeGO-LOAM. See more.

Example3 - Plane-based map correction & Map merging

In this example, we correct a largely bent map with plane constraints and merge it with another map. See more.

Screenshot_20191016_182955 png

Graph/Odometry file format

You can feed graph/odometry files generated by your program to interactive_slam. See more

FAQ

FAQ

License

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.

Related packages

Papers

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)

Contact

Kenji Koide, [email protected]

Human-centered Mobility Research Center, National Institute of Advanced Industrial Science and Technology, Japan [URL]

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