Efficient Visual State Space Model for Image Deblurring

Paper: https://openaccess.thecvf.com/content/CVPR2025/papers/Kong_Efficient_Visual_State_Space_Model_for_Image_Deblurring_CVPR_2025_paper.pdf

Dependencies

conda env create -f environment.yml

Train

bash train.sh

Test

bash test.sh

checkpoint

GoPro and Realblur：(https://drive.google.com/drive/folders/1_G0hf1KX_SAwyK41bdGm2q0q63B6wN40?usp=drive_link)

BibTeX

@inproceedings{EVSSM,
title={Efficient Visual State Space Model for Image Deblurring},
author={Kong, Lingshun and Dong, Jiangxin and Tang, Jinhui and Yang, Ming-Hsuan and Pan, Jinshan},
booktitle={CVPR},
year={2025}
}