MSPFusion: A feature transformer for multidimensional spectral-polarization image fusion

[Paper] [Dataset]

MSPFusion design

The MSPFusion model can fuse multi-source images such as spectral polarization. It has been verified on a spectral polarization dataset NWPUSP containing 34 scenes.

Data preview

NWPUSPI data

Installation

Install MSPFusion:

pip install git+https://github.com/tgg-77/MSPFusion.git

or clone the repository locally and install with

pip install -r requirements.txt 

<a name="Train"></a>Train

python train.py

<a name="Test"></a>Test

python test_MSPFusion.py

<a name="Result"></a>Result

License

The model is licensed under the Apache 2.0 license.

Citing MSPFusion

If you use MSPFusion or NWPUSP dataset in your research, please use the following BibTeX entry.

@article{tong2025mspfusion,
  title={MSPFusion: A feature transformer for multidimensional Spectral-Polarization image fusion},
  author={Tong, Geng and Yao, Xinling and Li, Ben and Fu, Jiaye and Wang, Yan and Hao, Jia and Karim, Shahid and Yu, Yiting},
  journal={Expert Systems with Applications},
  pages={127079},
  year={2025},
  publisher={Elsevier}
}