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Multi-frame super-resolution via sub-pixel.

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FBSuperResolution

The implementation of multi-frame super resolution via sub-pixel. All reference are following.

Usage

  1. clone or download this repo to local
git clone git@github.com:zhangxiaoya/FB.git
  1. Make foler for build

Use OpenCV2

cd FB
mkdir build
cd build
cmake .. # or use cmake-gui for custom build example or not, default is build with example
make
  1. Test SR use example
./example/example_runtime

the low resolution images are store at data folder by default, and the high resolution result is store at result folder by default.

  1. Result

原始图像
超分辨率图像

References

  1. Fast and Robust Multiframe Super Resolution
  2. Pyramidal Implementation of the Lucas Kanade Feature Tracker, description of the algorithm
  3. MDSP Super-Resolution And Demosaicing Datasets

Languages

C++95.1%CMake4.4%C0.5%

Contributors

Latest Release

1.0June 7, 2018
MIT License
Created April 6, 2017
Updated June 30, 2025