This repo is an official implementation of "ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images."
pytorch==1.3.1
scipy==1.3.1
scikit-image==0.15.0
Tested using Python 3.7.4 on Ubuntu 16.04. nvcc version was 9.2.148.
cd lib
. install.sh
cd ..
python demo.pyIf you find this work interesting in your research, please cite:
@ARTICLE{9474911, author={Zhang, Hongyan and Lin, Manhui and Yang, Guangyi and Zhang, Liangpei}, journal={IEEE Transactions on Neural Networks and Learning Systems}, title={ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images}, year={2021}, volume={}, number={}, pages={1-15}, doi={10.1109/TNNLS.2021.3089332}
}