ChangeDet_DL

Change detection of the earth's surface using deep learning algorithms

Citation

If codes here are useful for your project, please consider citing our papers:

@inproceedings{huang2020detecting,
  title={Detecting Changes of Retrogressive Thaw Slumps from Satellite Images Using Siamese Neural Network},
  author={Huang, Lingcao and Liu, Lin},
  booktitle={IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium},
  pages={3090--3093},
  year={2020},
  organization={IEEE}
}

@article{huang2021automatically,
  title={Automatically quantifying evolution of retrogressive thaw slumps in Beiluhe (Tibetan Plateau) from multi-temporal CubeSat images},
  author={Huang, Lingcao and Liu, Lin and Luo, Jing and Lin, Zhanju and Niu, Fujun},
  journal={International Journal of Applied Earth Observationsand Geoinformation},
  volume = {102},
  pages = {102399},
  year = {2021},
  publisher={ELSEVIER},
  doi = {https://doi.org/10.1016/j.jag.2021.102399}
}

How to use

'pip install -r requirements.txt' to install required dependencies