The repository contains the implementations for Morphological Convolutional Neural Networks for Hyperspectral Image Classification.

Datasets

You can get the dataset from our HSI-Traditional-to-Deep-Models repository (don't forget to give a star). Put the dataset folder in the root directory before running the notebook.

If you have questions or suggestions, please feel free to open an issue. Please cite as:

@article{roy2021morphological,
  title={Morphological Convolutional Neural Networks for Hyperspectral Image Classification},
  author={Swalpa Kumar Roy and Ranjan Mondal and Mercedes E Paoletti and Juan M Haut and Antonio Plaza},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
  volume={14},
  pages={8689--8702},
  year={2021},
  publisher={IEEE}
}

Acknowledgement

Part of this code is from an implementation of 2D Morphological Network CNN by ranjanZ.