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BasedOnStyle: Google | ||
UseTab: Never | ||
IndentWidth: 4 | ||
AccessModifierOffset: -4 | ||
ColumnLimit: 100 | ||
BinPackParameters: false | ||
SortIncludes: true | ||
Standard: c++17 | ||
DerivePointerAlignment: false | ||
PointerAlignment: Right |
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enable_markup: false | ||
line_width: 120 | ||
format: | ||
max_subgroups_hwrap: 5 |
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*cmake-build-debug*/ | ||
*cmake-build-release*/ | ||
*build*/ | ||
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.idea/ | ||
.vscode/ | ||
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### C++ ### | ||
# Prerequisites | ||
*.d | ||
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# Compiled Object files | ||
*.slo | ||
*.lo | ||
*.o | ||
*.obj | ||
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# Precompiled Headers | ||
*.gch | ||
*.pch | ||
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# Compiled Dynamic libraries | ||
*.so | ||
*.dylib | ||
*.dll | ||
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# Fortran module files | ||
*.mod | ||
*.smod | ||
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# Compiled Static libraries | ||
*.lai | ||
*.la | ||
*.a | ||
*.lib | ||
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# Executables | ||
*.exe | ||
*.out | ||
*.app | ||
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### CMake ### | ||
CMakeLists.txt.user | ||
CMakeCache.txt | ||
CMakeFiles | ||
CMakeScripts | ||
Testing | ||
Makefile | ||
cmake_install.cmake | ||
install_manifest.txt | ||
compile_commands.json | ||
CTestTestfile.cmake | ||
_deps | ||
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### CMake Patch ### | ||
# External projects | ||
*-prefix/ | ||
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### Code ### | ||
.vscode/* | ||
!.vscode/settings.json | ||
!.vscode/tasks.json | ||
!.vscode/launch.json | ||
!.vscode/extensions.json | ||
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### Eclipse ### | ||
.metadata | ||
bin/ | ||
tmp/ | ||
*.tmp | ||
*.bak | ||
*.swp | ||
*~.nib | ||
local.properties | ||
.settings/ | ||
.loadpath | ||
.recommenders | ||
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# External tool builders | ||
.externalToolBuilders/ | ||
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# PyDev specific (Python IDE for Eclipse) | ||
*.pydevproject | ||
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# CDT-specific (C/C++ Development Tooling) | ||
.cproject | ||
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# CDT- autotools | ||
.autotools | ||
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# Java annotation processor (APT) | ||
.factorypath | ||
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# PDT-specific (PHP Development Tools) | ||
.buildpath | ||
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# sbteclipse plugin | ||
.target | ||
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# Tern plugin | ||
.tern-project | ||
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# TeXlipse plugin | ||
.texlipse | ||
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# STS (Spring Tool Suite) | ||
.springBeans | ||
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# Code Recommenders | ||
.recommenders/ | ||
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# Annotation Processing | ||
.apt_generated/ | ||
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# Scala IDE specific (Scala & Java development for Eclipse) | ||
.cache-main | ||
.scala_dependencies | ||
.worksheet | ||
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### Eclipse Patch ### | ||
# Eclipse Core | ||
.project | ||
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# JDT-specific (Eclipse Java Development Tools) | ||
.classpath | ||
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# Annotation Processing | ||
.apt_generated | ||
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.sts4-cache/ | ||
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# Pybinding | ||
python/build/ | ||
*.pyc | ||
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# End of https://www.gitignore.io/api/c++,code,cmake,eclipse |
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repos: | ||
- repo: https://github.com/pre-commit/pre-commit-hooks | ||
rev: v4.4.0 | ||
hooks: | ||
- id: trailing-whitespace | ||
- id: end-of-file-fixer | ||
- id: check-yaml | ||
- id: check-added-large-files | ||
- repo: https://github.com/pre-commit/mirrors-clang-format | ||
rev: v14.0.0 | ||
hooks: | ||
- id: clang-format | ||
- repo: https://github.com/psf/black | ||
rev: 23.1.0 | ||
hooks: | ||
- id: black | ||
args: [--config=python/pyproject.toml] | ||
- repo: https://github.com/ahans/cmake-format-precommit | ||
rev: 8e52fb6506f169dddfaa87f88600d765fca48386 | ||
hooks: | ||
- id: cmake-format | ||
- repo: https://github.com/pycqa/isort | ||
rev: 5.12.0 | ||
hooks: | ||
- id: isort | ||
args: ["--settings-path=python/pyproject.toml"] |
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cff-version: 1.2.0 | ||
preferred-citation: | ||
title: "GenZ-ICP: Generalizable and Degeneracy-Robust LiDAR Odometry Using an Adaptive Weighting" | ||
doi: "10.1109/LRA.2024.3498779" | ||
year: "2024" | ||
type: article | ||
journal: "IEEE Robotics and Automation Letters (RA-L)" | ||
codeurl: https://github.com/cocel-postech/genz-icp | ||
authors: | ||
- family-names: Lee | ||
given-names: Daehan | ||
- family-names: Lim | ||
given-names: Hyungtae | ||
- family-names: Han | ||
given-names: Soohee |
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MIT License | ||
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Copyright (c) 2024 Daehan Lee, Hyungtae Lim, Soohee Han. | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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<div align="center"> | ||
<h1>GenZ-ICP</h1> | ||
<a href="https://github.com/cocel-postech/genz-icp/tree/master/cpp/genz_icp"><img src="https://img.shields.io/badge/-C++-blue?logo=cplusplus" /></a> | ||
<a href=""><img src="https://img.shields.io/badge/Python-3670A0?logo=python&logoColor=ffdd54" /></a> | ||
<a href="https://github.com/cocel-postech/genz-icp/tree/master/ros"><img src="https://img.shields.io/badge/ROS1-Noetic-blue" /></a> | ||
<a href="https://github.com/cocel-postech/genz-icp/tree/master/ros"><img src="https://img.shields.io/badge/ROS2-Humble-blue" /></a> | ||
<a href=""><img src="https://img.shields.io/badge/Linux-FCC624?logo=linux&logoColor=black" /></a> | ||
<a href="https://ieeexplore.ieee.org/document/10753079"><img src="https://img.shields.io/badge/DOI-10.1109/LRA.2024.3498779-004088.svg"/> | ||
<br /> | ||
<br /> | ||
<a href="https://www.youtube.com/watch?v=CU6aAiTIO6Y">Video</a> | ||
<span> • </span> | ||
<a href="https://github.com/cocel-postech/genz-icp/blob/master/README.md">Install</a> | ||
<span> • </span> | ||
<a href="https://github.com/cocel-postech/genz-icp/tree/master/ros">ROS</a> | ||
<span> • </span> | ||
<a href="https://arxiv.org/abs/2411.06766">Paper</a> | ||
<span> • </span> | ||
<a href="https://github.com/cocel-postech/genz-icp/issues">Contact Us</a> | ||
<br /> | ||
<br /> | ||
<p align="center"><img src=pictures/GenZ-ICP.gif alt="animated" width="500" /></p> | ||
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[GenZ-ICP][arXivlink] is a **Generalizable and Degeneracy-Robust LiDAR Odometry Using an Adaptive Weighting** | ||
</div> | ||
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[arXivlink]: https://arxiv.org/abs/2411.06766 | ||
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## :gear: How to build & run | ||
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### ROS1 | ||
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#### How to build | ||
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You should not need any extra dependency, just clone and build: | ||
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```sh | ||
mkdir -p ~/catkin_ws/src | ||
cd ~/catkin_ws/src | ||
git clone https://github.com/cocel-postech/genz-icp.git | ||
cd .. | ||
catkin build genz_icp --cmake-args -DCMAKE_BUILD_TYPE=Release | ||
source ~/catkin_ws/devel/setup.bash | ||
``` | ||
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#### How to run | ||
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#### Option 1 | ||
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If you want to use a pre-tuned parameter set, you need to provide the **config file** with the **topic name** as arguments: | ||
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```sh | ||
roslaunch genz_icp odometry.launch topic:=<topic_name> config_file:=<config_file_name>.yaml | ||
``` | ||
```sh | ||
rosbag play <rosbag_file_name>.bag | ||
``` | ||
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For example, | ||
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```sh | ||
roslaunch genz_icp odometry.launch topic:=/velodyne_points config_file:=long_corridor.yaml | ||
``` | ||
```sh | ||
rosbag play subt_mrs_long_corridor.bag | ||
``` | ||
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The original bagfile for the **Long_Corridor** sequence of SubT-MRS dataset can be downloaded from [here][long_corridor_original_link] | ||
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`subt_mrs_long_corridor.bag` includes only the `/velodyne_points` topic and can be downloaded from [here][long_corridor_link] | ||
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[long_corridor_original_link]: https://superodometry.com/iccv23_challenge_Mul | ||
[long_corridor_link]: https://cocel.synology.me:5001/sharing/JZQalfEqQ | ||
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#### Option 2 | ||
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Otherwise, the only required argument to provide is the **topic name**: | ||
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```sh | ||
roslaunch genz_icp odometry.launch topic:=<topic_name> | ||
``` | ||
```sh | ||
rosbag play <rosbag_file_name>.bag | ||
``` | ||
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### ROS2 | ||
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#### How to build | ||
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You should not need any extra dependency, just clone and build: | ||
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```sh | ||
mkdir -p ~/colcon_ws/src | ||
cd ~/colcon_ws/src | ||
git clone https://github.com/cocel-postech/genz-icp.git | ||
cd .. | ||
colcon build --packages-select genz_icp --cmake-args -DCMAKE_BUILD_TYPE=Release | ||
source ~/colcon_ws/install/setup.bash | ||
``` | ||
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#### How to run | ||
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The only required argument to provide is the **topic name**: | ||
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```sh | ||
ros2 launch genz_icp odometry.launch.py topic:=<topic_name> | ||
``` | ||
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and then, | ||
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```sh | ||
ros2 bag play <rosbag_file_name>.mcap | ||
``` | ||
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### Python | ||
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Will be available in an upcoming update | ||
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## :pushpin: Todo list | ||
- [ ] Python support for GenZ-ICP | ||
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## :pencil: Citation | ||
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If you use our codes, please cite our paper ([arXiv][arXivLink], [IEEE *Xplore*][genzicpIEEElink]) | ||
``` | ||
@ARTICLE{lee2024genzicp, | ||
author={Lee, Daehan and Lim, Hyungtae and Han, Soohee}, | ||
journal={IEEE Robotics and Automation Letters (RA-L)}, | ||
title={{GenZ-ICP: Generalizable and Degeneracy-Robust LiDAR Odometry Using an Adaptive Weighting}}, | ||
year={2024}, | ||
volume={}, | ||
number={}, | ||
pages={1-8}, | ||
keywords={Localization;Mapping;SLAM}, | ||
doi={10.1109/LRA.2024.3498779} | ||
} | ||
``` | ||
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[genzicpIEEElink]: https://ieeexplore.ieee.org/document/10753079 | ||
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## :pray: Acknowledgement | ||
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Many thanks to [Ignacio Vizzo][nacholink] to provide outstanding LiDAR odometry codes! | ||
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Please refer to [KISS-ICP][kissicplink] for more information | ||
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[nacholink]: https://github.com/nachovizzo | ||
[kissicplink]: https://github.com/PRBonn/kiss-icp | ||
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## :mailbox: Contact information | ||
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If you have any questions, please do not hesitate to contact us | ||
* [Daehan Lee][dhlink] :envelope: daehanlee `at` postech `dot` ac `dot` kr | ||
* [Hyungtae Lim][htlink] :envelope: shapelim `at` mit `dot` edu | ||
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[dhlink]: https://github.com/Daehan2Lee | ||
[htlink]: https://github.com/LimHyungTae |
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Eigen is primarily MPL2 licensed. See COPYING.MPL2 and these links: | ||
http://www.mozilla.org/MPL/2.0/ | ||
http://www.mozilla.org/MPL/2.0/FAQ.html | ||
|
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Some files contain third-party code under BSD or LGPL licenses, whence the other | ||
COPYING.* files here. | ||
|
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All the LGPL code is either LGPL 2.1-only, or LGPL 2.1-or-later. | ||
For this reason, the COPYING.LGPL file contains the LGPL 2.1 text. | ||
|
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If you want to guarantee that the Eigen code that you are #including is licensed | ||
under the MPL2 and possibly more permissive licenses (like BSD), #define this | ||
preprocessor symbol: | ||
EIGEN_MPL2_ONLY | ||
For example, with most compilers, you could add this to your project CXXFLAGS: | ||
-DEIGEN_MPL2_ONLY | ||
This will cause a compilation error to be generated if you #include any code that is | ||
LGPL licensed. |
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