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ISPDiff for Hyperspectral Image Super-Resolution

The implement of the paper "ISPDiff: Interpretable Scale-Propelled Diffusion Model for Hyperspectral Image Super-Resolution"

Prerequisites

• Ubuntu 20.04 cuda 11.0
• Python 3 Pytorch 1.7

Train

Run model.py for training

Citation

If you find this useful, please cite
@ARTICLE{10543122,
author={Dong, Wenqian and Liu, Sen and Xiao, Song and Qu, Jiahui and Li, Yunsong},
journal={IEEE Transactions on Geoscience and Remote Sensing},
title={ISPDiff: Interpretable Scale-Propelled Diffusion Model for Hyperspectral Image Super-Resolution},
year={2024},
volume={62},
number={5519614},
pages={1-14},
keywords={Image reconstruction;Hyperspectral imaging;Spatial resolution;Task analysis;Mathematical models;Transformers;Superresolution;Deep unrolling network;diffusion model;hyperspectral image (HSI);super-resolution (SR)},
doi={10.1109/TGRS.2024.3407967}}