HSI-RefSR

Hyperspectral Image Super Resolution with Real Unaligned RGB Guidance

Zeqiang Lai, Ying Fu, Jun Zhang

News ✨

• 2023-6-6: release all code and full dataset.
• 2022-12-10: release test code and dataset.

Usage

Pretrained Model | Dataset

Testing

1. Download the test dataset and the pretrained model provided above.
2. Install the dependency via create_env.sh, then run the testing commands in cmd.sh.

For example, test on our real HSI fusion dataset at the scale factor of 4.

python run_refsr.py test -s saved/real-sf4 -r best

Training

🏃‍♂️ TBD

Citation

@article{lai2022hsirefsr,
    title={Hyperspectral Image Super Resolution with Real Unaligned RGB Guidance},
    author={Zeqiang Lai, Ying Fu, Jun Zhang},
    year={2022}
}

Acknowledgement

We specially thank Zheng Fang, Tao Zhang, and Yingkai Zhang for their assistance in the data collection process and the experiments.