aj1365 / sgumlp

This Keras code is for the paper A. Jamali, Ali and Roy, Swalpa Kumar and Hong, Danfeng and Atkinson, Peter M and Ghamisi, Pedram, "[Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping]," in IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2024.3354175 [https://ieeexplore.ieee.org/document/10399888/]

Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping

Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M Atkinson, and Pedram Ghamisi

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This Keras code is for the paper A. Jamali, Ali and Roy, Swalpa Kumar and Hong, Danfeng and Atkinson, Peter M and Ghamisi, Pedram, "[Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping]," in IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2024.3354175 [https://ieeexplore.ieee.org/document/10399888/].

Citation

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

    @article{10399888,
            title={Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping},
            author={Jamali, Ali and Roy, Swalpa Kumar and Hong, Danfeng and Atkinson, Peter M and Ghamisi, Pedram},
            journal={IEEE Geoscience and Remote Sensing Letters}, 
            year={2024},
            volume={},
            number={},
            pages={1-5},
            doi={10.1109/LGRS.2024.3354175}
            }

Acknowledgement

The Mixer block is implementated from MLP-Mixer.

License

Copyright (c) 2023 Ali Jamali. Released under the MIT License. See LICENSE for details.

sgumlp's Issues

YtrainS, YtestS perameter not found

Above this code, there was no YtrianS, YtestS found.

Need dataset

We didnt find any dataset for this code. But without this dataset we cant run this code. It will be better that if you provide us that dataset