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Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification

The Code for "Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification". [https://ieeexplore.ieee.org/document/10036472]

Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan M Haut, Qian Du, Antonio Plaza.
Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing
DOI: 10.1109/TGRS.2023.3242346
February 2023.

3DGAMO

Sample Dataset


Get the disjoint dataset (Trento11x11 folder) from Google Drive.

Get the disjoint dataset (Houston11x11 folder) from Google Drive

Get the disjoint dataset (MUUFL11x11 folder) from Google Drive

Example of use

python mainHouston.py

Citation

Please kindly cite the papers if this code is useful and helpful for your research.

@ARTICLE{10036472,
author={Roy, Swalpa Kumar and Deria, Ankur and Shah, Chiranjibi and Haut, Juan M. and Du, Qian and Plaza, Antonio},
journal={IEEE Transactions on Geoscience and Remote Sensing},
title={Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification},
year={2023},
volume={61},
number={},
pages={1-15},
doi={10.1109/TGRS.2023.3242346}}

morphformer's People

Contributors

mhaut avatar

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