HyLoRa

This repo is the official implementation of "Low-Rank Prompt-Guided Transformer for Hyperspectral Image Denoising".

Guide

You can use training code from HSDT or Install the HSIR package, and clone this repository.

Then run command as follows,

python -m hsirun.train -a model.hylora -s schedule.denoise_default

Partial Experiments

Citation

@article{tanxiaodong2024lowrankprompt,
  author={Tan, Xiaodong and Shao, Mingwen and Qiao, Yuanjian and Liu, Tiyao and Cao, Xiangyong},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={Low-Rank Prompt-Guided Transformer for Hyperspectral Image Denoising}, 
  year={2024},
  doi={10.1109/TGRS.2024.3414956}}

Acknowledgements

This repository is based on HSIR and CSWin Transformer.