A Second-order Attention Network for Glacial Lake Segmentation from Remotely Sensed Imagery, ISPRS Journal of Photogrammetry and Remote Sensing 2022.
This repo is about exploring methods to automatically segment remote sensing images using deep learning, with a focus on the segmentation of glacial lakes in the Hindu Kush Himalayas (HKH).
- Code Release
- Pretrained models
- Roadmap
Please kindly cite the paper if you think this is useful:
@article{wang2022second,
title={A second-order attention network for glacial lake segmentation from remotely sensed imagery},
author={Wang, Shidong and Peppa, Maria V and Xiao, Wen and Maharjan, Sudan B and Joshi, Sharad P and Mills, Jon P},
journal={ISPRS Journal of Photogrammetry and Remote Sensing},
volume={189},
pages={289--301},
year={2022},
publisher={Elsevier}
}
We thank the arthors of the work-glacier_mapping and the work-HarDNet-MSEG.