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UIU-Net: U-Net in U-Net for Infrared Small Object Detection

Xin Wu, Danfeng Hong, Jocelyn Chanussot

The code in this toolbox implements the "UIU-Net: U-Net in U-Net for Infrared Small Object Detection". More specifically, it is detailed as follow.

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Citation

Please kindly cite the papers if this code is useful and helpful for your research.

X. Wu, D. Hong, J. Chanussot. UIU-Net: U-Net in U-Net for Infrared Small Object Detection, IEEE Trans. Image. Process., 2023, 32: 364-376.

 @article{wu2023uiu,
  title     = {UIU-Net: U-Net in U-Net for Infrared Small Object Detection},
  author    = {X. Wu and D. Hong and J. Chanussot},
  journal   = {IEEE Trans. Image. Process.}, 
  volume    = {32},
  pages     = {364--376},
  year      = {2023},
  publisher = {IEEE}
 }

System-specific notes

Please refer to the file of requirements.txt for the running enviroment of this code.

:exclamation: The model in saved_models/uiunet can be downloaded from the following baiduyun:

Baiduyun: https://pan.baidu.com/s/11JSqFKxq7XTvTzgOIWfdOg (access code: eu9f)

Google drive: https://drive.google.com/file/d/1wZ_W5-Wj3wOt7kMB6nwa0xntZTD14sPZ/view?usp=share_link

Licensing

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, version 3 of the License.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program.

Contact Information:

Danfeng Hong: hongdanfeng1989@gmail.com<br> Danfeng Hong is with the Aerospace Information Research Institute, Chinese Academy of Sciences, 100094 Beijing, China.