https://github.com/zjd1836/AERNet

https://github.com/zjd1836/AERNet

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/zjd1836/AERNet
• Owner: zjd1836
• License: apache-2.0
• Created: 2022-09-26T14:19:04.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-07-17T16:43:21.000Z (4 months ago)
• Last Synced: 2024-07-17T20:38:16.224Z (4 months ago)
• Size: 738 KB
• Stars: 22
• Watchers: 1
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-remote-sensing-change-detection - **HRCUS-CD (High-Resolution Complex Urban Scene Change Detection)**

README

        
# AERNet: An Attention-Guided Edge Refinement Network and a Dataset for Remote Sensing Building Change Detection

For more ore information, please see our published paper at [IEEE TGRS](https://ieeexplore.ieee.org/abstract/document/10209204)  

![AERNet](net.png)

# Requirements

Python 3.6  

pytorch 1.7.1  

torchvision 0.8.2  

CUDA 10.1

# HRCUS-CD

HRCUS-CD: 链接：http://www.lmars.whu.edu.cn/prof_web/shaozhenfeng/softwares.html

# Citation

If you use this code or dataset for your research, please cite our paper:  

J. Zhang et al., "AERNet: An Attention-Guided Edge Refinement Network and a Dataset for Remote Sensing Building Change Detection," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-16, 2023, Art no. 5617116, doi: 10.1109/TGRS.2023.3300533.

or

@ARTICLE{10209204,  

  author={Zhang, Jindou and Shao, Zhenfeng and Ding, Qing and Huang, Xiao and Wang, Yu and Zhou, Xuechao and Li, Deren},  

  journal={IEEE Transactions on Geoscience and Remote Sensing},   

  title={AERNet: An Attention-Guided Edge Refinement Network and a Dataset for Remote Sensing Building Change Detection},   

  year={2023},  

  volume={61},  

  number={},  

  pages={1-16},  

  doi={10.1109/TGRS.2023.3300533}}