ESCNet
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images
Install / Use
/learn @Bobholamovic/ESCNetREADME
ESCNet
This repo is an official implementation of "ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images."
Dependencies
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.
How-To
cd lib
. install.sh
cd ..
python demo.py
Citation
If 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}
}
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