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.

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., 2022, 32: 364-376.

 @article{wu2022uiu,
  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      = {2022},
  publisher = {IEEE}
 }

System-specific notes

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

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

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

Licensing

Copyright (C) 2022 Danfeng Hong

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
Danfeng Hong is with the Aerospace Information Research Institute, Chinese Academy of Sciences, 100094 Beijing, China.