This repository contains the retrained version of DPDNet when adopting the training strategy in the following paper:
Learning to Deblur using Light Field Generated and Real Defocused Images
Lingyan Ruan*, Bin Chen*, Jizhou Li, Miuling Lam （* equal contribution）
IEEE Computer Vision and Pattern Recognition (CVPR Oral) 2022
The orignial DPDNet can be found Here .
Notes: the code may also work with other library versions that didn't specify here.
Table 4 in our main paper.
Clone this project to your local machine
$ git clone https://github.com/lingyanruan/DPDNet.git
$ cd DPDNetDownload and unzip pretrained weights under ./ModelCheckpoints/:
Download and unzip test sets DPDD under folder ./DPD/
python main.pyShould you have any questions, please open an issue or contact me lyruanruan@gmail.com
This software is being made available under the terms in the LICENSE file.