Skip to content

Hybrid function sparse representation (HFSR) for super resolution

Notifications You must be signed in to change notification settings

Eulring/Hybrid-Function-Sparse-Representation

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Usage

running HFSR.ipynb directly.

There are only a few images included in Folder Set14, the whole images can be downloaded from here to replace the original Folder.

Introduction

Python version of single image super-resolution via sparse representation.

Different from traditional method using learning-based dictionary, we use the function-based dictionary.

See more details in HFSR

Reference

If you find this reporisity useful, please reference the paper:

@article{bian2019hybrid,
  title={Hybrid Function Sparse Representation towards Image Super Resolution},
  author={Bian, Junyi and Lin, Baojun and Zhang, Ke},
  journal={arXiv preprint arXiv:1906.04363},
  year={2019}
}

About

Hybrid function sparse representation (HFSR) for super resolution

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published