yuke93 / Path-Restore

Path-Restore: Learning Network Path Selection for Image Restoration (IEEE TPAMI, 2021)

Path-Restore [DOI][arXiv][Project Page]

Overview

• Path-Restore selects a specific network path for each image region.

Test

The code was implemented with TensorFlow 1.9

• Put your noisy test images in data/test/mine/ and run the following command.

cd codes/
python main.py --is_train=False --load_dir_test=../model/path-restore

Citation

@article{yu2021path,
 title={Path-Restore: Learning Network Path Selection for Image Restoration},
 author={Yu, Ke and Wang, Xintao and Dong, Chao and Tang, Xiaoou and Loy, Chen Change},
 journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
 year={2021},
 publisher={IEEE}
}