aj1365 / TransUNetplus2

Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.

TransU-Net++: Rethinking Attention Gated TransU-Net for Deforestation Mapping

Ali Jamali, Swalpa Kumar Roy, Jonathan Li, and Pedram Ghamisi

Citation

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

  @article{jamali2023transu,
    title = {TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping},
    author = {Ali Jamali and Swalpa Kumar Roy and Jonathan Li and Pedram Ghamisi},
    journal = {International Journal of Applied Earth Observation and Geoinformation},
    volume = {120},
    pages = {103332},
    year = {2023},
    issn = {1569-8432},
    doi = {https://doi.org/10.1016/j.jag.2023.103332},
    url = {https://www.sciencedirect.com/science/article/pii/S1569843223001541}
  }

Points

We have improved the code as compared to the paper (i.e., the number and position of Het-Convs), so the results will be much better than the reported results published in the JAG journal.

License

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