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sdpnet-for-pansharpening's Introduction

SDPNet

A Deep Network for Pan-sharpening with Enhanced Information Representation (TGRS 2020)


To test with the pretrained model:

run test.py

To train:

  • Step 1: download the h5 file or create your own h5 file according to it.
  • Step 2: run P2MS_main.py and MS2P_main.py for P2MS and MS2P models
  • Step 3: run spec_main.py and spat_main.py for spatial and spectral encoder and decoders
  • Step 4: run spec_diff.py and spat_diff.py for unique channels
  • Step 5: run main.py for training (2 GPUs are needed)

If this work is helpful, please cite it as:

@article{xu2020sdpnet,
  title={SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation},
  author={Xu, Han and Ma, Jiayi and Shao, Zhenfeng and Zhang, Hao and Jiang, Junjun and Guo, Xiaojie},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  year={2020},
  publisher={IEEE}
}

sdpnet-for-pansharpening's People

Contributors

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Stargazers

Nougat avatar HEX avatar eco avatar  avatar 波儿吧 avatar Kangle Wu avatar www avatar  avatar  avatar  avatar huangbo1103 avatar  avatar  avatar  avatar  avatar  avatar Chaminda Bandara avatar 曾俊峰 avatar 八度易飞 avatar wei_zh37 avatar Gaoheng Zhang avatar ProgrammerUnknown avatar 数据娃掘 avatar Poyeh Li avatar Murphy.AI avatar Qiang Zhang avatar

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sdpnet-for-pansharpening's Issues

.h5文件

您好,可以重新发一下.h5文件吗?原来那个下载网页出错,感谢

数据

可以提供一下.h5文件吗?感谢

train dataset

您好,您readme中的h5链接我打不开,是否方便再提供一下?麻烦您了,谢谢!

结果

请问怎么把.mat转为tif的,我这边一直不成功,还有就是这个输入图像的大小是限定的还是任意的呢?感谢你的回答

about test

您好,请问如何得到论文中的指标数据呢,方便提供计算指标的相关代码吗

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