Learning Deep Models from Weak Labels for Water Surface Segmentation in SAR Images

Repository of the paper "Learning Deep Models from Weak Labels for Water Surface Segmentation in SAR Images" presented at IGARSS 2021.

Data

Test data and architecture weights available on Zenodo! Download from here or with these two lines:

pip install zenodo-get
zenodo_get 5707779

Notebook

A test notebook is available. You can try it local or play directly with it on Colab!

BibTeX

@inproceedings{asaro2021learning,
  title={Learning Deep Models from Weak Labels for Water Surface Segmentation in SAR Images},
  author={Asaro, Francesco and Murdaca, Gianluca and Prati, Claudio Maria},
  booktitle={2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS},
  pages={6048--6051},
  year={2021},
  organization={IEEE}
}

Contacts

If you have any question, please email francesco.asaro@polimi.it.