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3dcnn-hu's Introduction

3DCNN-HU

For more information, please refer to

@article{zhao20223d, title={Hyperspectral Unmixing for Additive Nonlinear Models With a 3-D-CNN Autoencoder Network}, author={Zhao, M. and Wang, M. and Chen, J. and Rahardja, S.}, journal={IEEE Transactions on Geoscience and Remote Sensing}, year={2022}, publisher={IEEE} }

3dcnn-hu's People

Contributors

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Stargazers

 avatar Qian Lin avatar  avatar  avatar  avatar ShuyaoDong avatar Alexandre Zouaoui avatar  avatar  avatar wangyunjeff avatar Theodor Emanuelsson avatar

Watchers

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Forkers

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3dcnn-hu's Issues

端元为负

请问对所给参考进行可视化,发现端元为负数?

What parameters need to be changed and how.

Hello
I am a novice in this field. I've been trying to debug your program recently. If I have my own dataset, can you please tell me what parameters and code I need to change?
Thank you.

数据形状

Hello, may I ask why the input of the endmember is 468×3 and the original endmember is not 156×3?

Datashape problem

Hi Zhamoin.
Your work is so interesting, you did a great job. I am trying to implement your work, but i am facing small problem. why you changed intput data into

hsi.shape
Out[638]: (9025, 9, 156)

how 9 columns are needed. Please help me with this.

I really appreciate any help you can provide.

A.Suresh.

Channel Kernel size of 3D conv

Hello, i am wondering how to define the channel filter kernel of the five 3D conv layers in the encoder for different datasets, such as Urban, Samson, Houston, JasperRidge?

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