Giter VIP home page Giter VIP logo

semiglobal-matching's Introduction

SemiGlobal-Matching

Build Status

About

This is a simple implementation of the SGM algorithm with the Birchfield/Tomasi pixelwise matching cost using the OpenCV library. It was created for a school project. It currently runs on one thread only and is relatively slow. Also, there is no postprocessing of the disparity map so there are visible errors in the disparity map.

It builds with clang and gcc.

Resources

  1. Hirschmüller, H., Accurate and Efficient Stereo Processing by Semi-Global Matching and Mutual Information, IEEE Conference on Computer Vision and Pattern Recognition, June 2005
  2. Hirschmüller, H., Stereo Processing by Semiglobal Matching and Mutual Information, IEEE Transactions on pattern analysis and machine intelligence, Vol. 30, No. 2, February 2008
  3. Birchfield, S., Tomasi, C., Depth Discontinuities by Pixel-to-Pixel Stereo, Proceedings of the 1998 IEEE International Conference on Computer Vision, January 1998
  4. OpenCV reference manual, release 2.4.9.0, 21.4.2014.
  5. Middlebury Stereo Datasets, http://vision.middlebury.edu/stereo/data/, 1.12.2014.

semiglobal-matching's People

Contributors

reisub avatar lpuglia avatar

Watchers

James Cloos avatar Wang Pengfei 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.