Giter VIP home page Giter VIP logo

semantic-graph-based--global-localization's Introduction

Semantic Histogram Based Graph Matching for Real-Time Multi-Robot Global Localization in Large Scale Environment

Xiyue Guo, Junjie Hu, Junfeng Chen, Fuqin Deng, Tin Lun Lam.

paper link: https://arxiv.org/abs/2010.09297

Results

1. Prerequisites

  • Ubuntu
  • CMake
  • Eigen
  • Pangolin
  • OpenCV
  • PCL

2. Running

Clone the repository and catkin_make:

    git clone https://https://github.com/gxytcrc/Semantic-Graph-based--global-Localization.git
    mkdir build
    cd build
    cmake ..
    catkin_make

Download the dataset that is created from Airsim, and save them into the Datset . Download link: https://drive.google.com/file/d/1PIuRyah6lKDTe_YJ6HSVRX4l7MQLwKq5/view?usp=sharing.

Launch it as follows:

./mapAlignment robot1-foldername startFrameNumber endFrameNumber robot2-foldername startFrameNumber endFrameNumber

semantic-graph-based--global-localization's People

Contributors

gxytcrc avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.