Science Score: 57.0%

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  • DOI references
    Found 1 DOI reference(s) in README
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    Low similarity (11.0%) to scientific vocabulary
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Repository

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  • Host: GitHub
  • Owner: huashu996
  • License: mit
  • Language: C++
  • Default Branch: main
  • Size: 89.8 KB
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Created almost 3 years ago · Last pushed over 2 years ago
Metadata Files
Readme License Citation

README.md

KISS-ICP



Demo   •   Install   •   ROS 1   •   ROS 2   •   ROS Demo   •   Paper   •   Contact Us

[KISS-ICP](https://www.ipb.uni-bonn.de/wp-content/papercite-data/pdf/vizzo2023ral.pdf) is a LiDAR Odometry pipeline that **just works** on most of the cases without tunning any parameter.

KISS-ICP Demo


Install

sh pip install kiss-icp

Next, follow the instructions on how to run the system by typing:

sh kiss_icp_pipeline --help

This should print the following help message: ![out](https://user-images.githubusercontent.com/21349875/193282970-25a400aa-ebcd-487a-b839-faa04eeca5b9.png)

For advanced instructions on the Python pacakge plase see this README

ROS support

ROS 2 ```sh git clone https://github.com/PRBonn/kiss-icp && colcon build ```
ROS 1 ```sh cd ~/catkin_ws/ && git clone https://github.com/PRBonn/kiss-icp && catkin build ```

For more detailed instructions on the ROS wrappers, please visit this README

Citation

If you use this library for any academic work, please cite our original paper.

bibtex @article{vizzo2023ral, author = {Vizzo, Ignacio and Guadagnino, Tiziano and Mersch, Benedikt and Wiesmann, Louis and Behley, Jens and Stachniss, Cyrill}, title = {{KISS-ICP: In Defense of Point-to-Point ICP -- Simple, Accurate, and Robust Registration If Done the Right Way}}, journal = {IEEE Robotics and Automation Letters (RA-L)}, pages = {1029--1036}, doi = {10.1109/LRA.2023.3236571}, volume = {8}, number = {2}, year = {2023}, codeurl = {https://github.com/PRBonn/kiss-icp}, }

Contributing

We envision KISS-ICP as a community-driven project, we love to see how the project is growing thanks to the contributions from the community. We would love to see your face in the list below, just open a Pull Request!

Owner

  • Name: HUASHU
  • Login: huashu996
  • Kind: user
  • Location: NanKing
  • Company: Southeast University

A student at Southeast University and my research direction is SLAM

Citation (CITATION.cff)

cff-version: 1.2.0
preferred-citation:
  title: "KISS-ICP: In Defense of Point-to-Point ICP - Simple, Accurate, and Robust Registration If Done the Right Way"
  doi: "10.1109/LRA.2023.3236571"
  year: "2023"
  type: article
  journal: "IEEE Robotics and Automation Letters (RA-L)"
  url: https://www.ipb.uni-bonn.de/wp-content/papercite-data/pdf/vizzo2023ral.pdf
  codeurl: https://github.com/PRBonn/kiss-icp
  authors:
    - family-names: Vizzo
      given-names: Ignacio
    - family-names: Guadagnino
      given-names: Tiziano
    - family-names: Mersch
      given-names: Benedikt
    - family-names: Wiesmann
      given-names: Louis
    - family-names: Behley
      given-names: Jens
    - family-names: Stachniss
      given-names: Cyrill

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