This package contains the code of the deblurring algorithm described in the paper:

Jiawei Zhang, Jinshan Pan, Daoye Wang, Shangchen Zhou, Xing Wei, Furong Zhao, Jianbo Liu, Jimmy Ren, "Deep Dynamic Scene Deblurring from Optical Flow", TCSVT.

how to use:

./matlab/exp/train.m can be used to train the network

./matlab/exp/test.m or testall.m can be used to test

caffemodel can be downloaded from:

googledrive: https://drive.google.com/drive/folders/1g6-1u22jScxI0vT78ObRRnZBP9VypDqH?usp=sharing

baidupan: https://pan.baidu.com/s/1mFGLnisMwMVToIld-TiBTg?pwd=im4a (password: im4a)

experimental results：

You can download the experimental results of DVD from the proposed network and other state-of-the-art methods in baidu pan.

2012 IJCV Whyte: https://pan.baidu.com/s/1f912ZCuuft2I9tnHT7Xi0A?pwd=j1vy (password: j1vy)

2015 CVPR Sun: https://pan.baidu.com/s/14YYyhrk5t4b19uDNJRgttA?pwd=21pa (password: 21pa)

2017 CVPR Gong: https://pan.baidu.com/s/1CXYlw3jEjw8T-j__AsxK3g?pwd=sfks (password: sfks)

2017 CVPR Nah: https://pan.baidu.com/s/1A58L45ElBNdUqYUWLmWb_w?pwd=s79d (password: s79d)

2018 CVPR Kupyn: https://pan.baidu.com/s/1n9egPzEO7dPfa_Gm2W82gQ?pwd=dnu2 (password: dnu2)

2018 CVPR Tao: https://pan.baidu.com/s/15qIbzw-XRBPfgb_in8G0OA?pwd=j3i9 (password: j3i9)

2018 CVPR Zhang: https://pan.baidu.com/s/12Rhf3_pkeW05T5k4q1xFbg?pwd=9gwv (password: 9gwv)

2015 CVPR Kim: https://pan.baidu.com/s/1rIJL7HnDCx_5ZcdwpsuTNQ?pwd=4nzq (password: 4nzq)

2017 ICCV Kim: https://pan.baidu.com/s/1OoWewBpC3fudPZ3LquZnZw?pwd=978r (password: 978r)

ours: https://pan.baidu.com/s/15NKlYS2X4K5CDyq1SZ-o7Q?pwd=2up4 (password: 2up4)