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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 [email protected]:zhangxiaoya/FB.git
  1. Make foler for build
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

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Multi-frame super-resolution via sub-pixel.

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  • C++ 95.1%
  • CMake 4.4%
  • C 0.5%