Skip to content
/ UST-Net Public

The code of an innovative deep neural network model named U-shaped transformer network using shifted windows (UST-Net).

License

Notifications You must be signed in to change notification settings

UPCGIT/UST-Net

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

14 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

UST-Net

UST-Net: A U-Shaped Transformer Network Using Shifted Windows for Hyperspectral Unmixing

If you use the code, please cite the paper:

Z. Yang, M. Xu, S. Liu, H. Sheng, and J. Wan, “UST-Net: A U-Shaped Transformer Network Using Shifted Windows for Hyperspectral Unmixing,” IEEE Trans. Geosci. Remote Sens., vol. 61, pp. 1–15, 2023, doi: 10.1109/TGRS.2023.3321839

The code in this toolbox implements the "UST-Net: A U-Shaped Transformer Network Using Shifted Windows for Hyperspectral Unmixing".

System-specific notes

The code was tested in the environment of Python 3.8 and tensorflow 2.4.1.

Description of the DC data set

The DC dataset and its similarity matrix, which cannot be uploaded directly because the file size exceeds 25mb, are stored in the Release on the right side of the web page.

Citation

UST-Net: A U-Shaped Transformer Network Using Shifted Windows for Hyperspectral Unmixing

About

The code of an innovative deep neural network model named U-shaped transformer network using shifted windows (UST-Net).

Resources

License

Stars

Watchers

Forks

Packages

No packages published