Giter VIP home page Giter VIP logo

vo_project's Introduction

Visual Odometry project for Vision Algorithms for Mobile Robotics

by Alex Lieber, Carl Strömbeck, Russell Buchanan, Maximilian Enthoven

ETH Zurich / UZH, HS 2016

Basic visual odometry pipeline which uses Harris corner detectors to match keypoints between frames. RANSAC is performed on the p3p algorithm to determine pose and new landmarks are continually triangulated. Current implemetation is fairly robust but extremly slow (~1hz on a powerful enough laptop.)

Datasets

The pipeline been tested with the following datasets:

  1. KITTI 00 http://www.cvlibs.net/datasets/kitti/
  2. Malaga 07 http://www.mrpt.org/MalagaUrbanDataset

A Youtube video of the working pipeline at x10 speed is available here: https://youtu.be/0i2gmqZ2_mE Pose estimates have been smoothed over the last 10 frames.

vo_project's People

Contributors

carlstrombeck avatar raabuchanan avatar lieber2000 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.