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FCCDN

This repo is the official implementation of "FCCDN: Feature Constraint Network for VHR Image Change Detection."

LEVIR_CD

Dependencies

pytorch==1.7.1 albumentations==0.5.2 numpy==1.19.2 gdal==2.3.3

TODO List

  • networks
  • loss
  • augmentation
  • train
  • test
  • Getting started

Datasets

Users can find the datasets used in this publication in the following locations:
LEVIR CD Dataset: https://justchenhao.github.io/LEVIR/
WHU Dataset: http://gpcv.whu.edu.cn/data/building_dataset.html

Citation

If you find this work interesting in your research, please cite:

@article{chen2021fccdn, title={FCCDN: Feature Constraint Network for VHR Image Change Detection}, author={Chen, Pan and Hong, Danfeng and Chen, Zhengchao and Yang, Xuan and Li, Baipeng and Zhang, Bing}, journal={arXiv preprint arXiv:2105.10860}, year={2021} }

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The pytorch implemention of FCCDN for change detection task

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