RS-Haze

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.

Flow chart

Note

• ./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).

Citation

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}
}

Others

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.