Frame-Recurrent Video Super-Resolution

This is the official repository for the Frame-Recurrent Video Super-Resolution project by Mehdi S. M. Sajjadi, Raviteja Vemulapalli and Matthew Brown, presented at CVPR 2018.

Results

(left: low-resolution input, middle: FRVSR output, right: high-resolution ground truth)

More videos

https://vimeo.com/album/5053944

Paper and Poster

• Paper (arXiv link): https://arxiv.org/abs/1801.04590
• Poster (in this repository): poster.pdf

Training dataset

1. Download the source file dataset_train.txt
2. Install youtube-dl
3. Run youtube-dl -civ --batch-file=dataset_train.txt

BibTex citation

@inproceedings{frvsr,
  title={{Frame-Recurrent Video Super-Resolution}},
  author={Sajjadi, Mehdi S. M. and Vemulapalli, Raviteja and Brown, Matthew},
  booktitle = {{The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}},
  month = {June},
  year={2018}
}

See also http://msajjadi.com.