This is the basic code for synthesizing haze on clear MS image in RS-Haze dataset.
You can construct a new dataset based on this code, your own dataset design and data. It depends on your need.
./data: source data./cirrus: haze pattern (cirrus band in real MS hazy images)/00215: clear MS image (test sample)
./result: synthesized hazy images and transmission map.- run
python synthesis.py(make sure you have installed all dependcies).
If you find this work useful for your research, please cite our paper:
@article{song2023vision,
title={Vision Transformers for Single Image Dehazing},
author={Song, Yuda and He, Zhuqing and Qian, Hui and Du, Xin},
journal={IEEE Transactions on Image Processing},
year={2023},
volume={32},
pages={1927-1941}
}If you have any problem, please create an issue. I will check and handle issue list at weekends.
You can find more details at https://github.com/IDKiro/DehazeFormer.
If you find this code helps, you are free to use this code without copyright restrictions.