Git Product home page Git Product logo

gostracker's Introduction

News!This work has been integrated into OpenCV contrib modules, see below for detail: https://github.com/opencv/opencv_contrib/tree/master/modules/rapid

GOSTracker

Related Publication: Guofeng Wang etc. Global Optimal Searching for Textureless 3D Object Tracking. The Visual Computer, 2015.

The project now has include levmar and freeglut, so you only need to set OpenCV path in the CMake. The levmar is not built with lapack and blas , so the speed is not fast. If your system has lapack and blas, you can set HAVE_LAPACK 1, it will be more faster.

The test data can be found in the data folder

gostracker's People

Contributors

guofengw avatar paroj avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

gostracker's Issues

能量函数求导部分有BUG

峰哥,位姿参数优化求导的部分有BUG,所以你的跟踪效果很差,我也是19年12月才把这个BUG改好,这个BUG拖了我2年啊😓。具体就不说了,我毕业后也准备放代码。

Test Data

Hi,

Thank you for sharing your great work. If you do me a favor, I would like to ask you the test data, cube.avi and obj files.

Thanks,
Bobby

The pose

程序运行前,要输入首帧的pose,请问这个pose如何得到?

Port in OpenCV contrib

I have finally found the time to integrate this into OpenCV. See:
https://github.com/opencv/opencv_contrib/tree/master/modules/rapid

Here, I ended up rewriting most of the code, but having your code for comparison was a nice help nevertheless.

I found some bugs, which I wanted to note though (Off the top of my head)

  • sometimes the search-lines were reversed, which led to mismatches
  • your LOS implementation was using the background class for tracking
  • you were initialising memory very inefficiently, which hampered runtime

Fixing these allows using the non-robust OpenCV pose-estimator instead of levmar with tuckey.
The version that is now in OpenCV is about 2-3x faster, while being more precise.

On the plus side, the non-robust estimator showcases the difference between GOS and LOS better.

license?

what are the licensing terms of this? I would like to port it in OpenCV contrib, however it must be BSD2 licensed for this.

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.