Awesome
Recurrent Back-Projection Network for Video Super-Resolution (CVPR2019)
Project page: https://alterzero.github.io/projects/RBPN.html
NEWS
- Apr 1, 2020 -> NEW paper on Space-Time Super-Resolution STARnet (to appear in CVPR2020)
- May 9, 2019 -> Added RBPN_F11 (this model was used on NTIRE2019)
Dependencies
- Python 3.5
- PyTorch >= 1.0.0
- Pyflow -> https://github.com/pathak22/pyflow
cd pyflow/ python setup.py build_ext -i cp pyflow*.so ..
Dataset
Pretrained Model and Testset
https://drive.google.com/drive/folders/1sI41DH5TUNBKkxRJ-_w5rUf90rN97UFn?usp=sharing
HOW TO
#Training
python main.py
#Testing
python eval.py
Our paper on Image Super-Resolution
Deep Back-Projection Networks for Super-Resolution (CVPR2018)
Winner (1st) of NTIRE2018 Competition (Track: x8 Bicubic Downsampling)
Winner of PIRM2018 (1st on Region 2, 3rd on Region 1, and 5th on Region 3)
Project page: https://alterzero.github.io/projects/DBPN.html
Citations
If you find this work useful, please consider citing it.
@inproceedings{RBPN2019,
title={Recurrent Back-Projection Network for Video Super-Resolution},
author={Haris, Muhammad and Shakhnarovich, Greg and Ukita, Norimichi},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2019}
}