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A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization

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GUNet

GUNet - A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization

This repository provides code to upsample the real-world example shown throughout the paper.

The synthetic data is available here. The model is available here.

License

The source code is licensed using CC-BY-SA. If you use the source code for your research, you should cite the following paper:

@INPROCEEDINGS{sippel_24,
  author={Frank Sippel and J\"{u}rgen Seiler and Andr\'{e} Kaup},
  booktitle={2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  title={A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization }, 
  year={2024},
  volume={},
  number={},
  pages={3265-3269},
  doi={10.1109/ICASSP48485.2024.10447935}
}

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A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization

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