# RBPN-PyTorch

**Repository Path**: ding_cai_yin/RBPN-PyTorch

## Basic Information

- **Project Name**: RBPN-PyTorch
- **Description**: The project is an official implement of our CVPR2019 paper "Recurrent Back-Projection Network for Video Super-Resolution"
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-01-06
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Recurrent Back-Projection Network for Video Super-Resolution (CVPR2019)

Project page: https://alterzero.github.io/projects/RBPN.html

## NEWS
* 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
  ```Shell
  cd pyflow/
  python setup.py build_ext -i
  cp pyflow*.so ..
  ```

## Dataset
* [Vimeo-90k Dataset](http://toflow.csail.mit.edu)

## Pretrained Model and Testset
https://drive.google.com/drive/folders/1sI41DH5TUNBKkxRJ-_w5rUf90rN97UFn?usp=sharing

## HOW TO

#Training

    ```python
    main.py
    ```

#Testing

    ```python
    eval.py
    ```

![RBPN](https://alterzero.github.io/projects/RBPN.png)

## Our paper on Image Super-Resolution
### [Deep Back-Projection Networks for Super-Resolution (CVPR2018)](https://github.com/alterzero/DBPN-Pytorch)
#### Winner (1st) of [NTIRE2018](http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w13/Timofte_NTIRE_2018_Challenge_CVPR_2018_paper.pdf) Competition (Track: x8 Bicubic Downsampling)
#### Winner of [PIRM2018](https://arxiv.org/pdf/1809.07517.pdf) (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}
}
```