EGAFNet

Papers

• (TGRS 2025) EGAFNet: An Edge Guidance and Scale-Aware Adaptive Fusion Network for Building Extraction From Remote Sensing Images. paper and source_code

Datesets

• WHU Building Dataset
• A dataset of building instances of typical cities in China

Cite

If you use EGAFNet in your work please cite our paper:

• BibTex：

@ARTICLE{10819433,
  author={Yang, Mingwang and Zhao, Like and Ye, Linfeng and Jia, Weishi and Jiang, Huawei and Yang, Zhen},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={EGAFNet: An Edge Guidance and Scale-Aware Adaptive Fusion Network for Building Extraction From Remote Sensing Images}, 
  year={2025},
  volume={63},
  number={},
  pages={1-13},
  doi={10.1109/TGRS.2024.3524547}
}

• Plane Text：

M. Yang, L. Zhao, L. Ye, W. Jia, H. Jiang and Z. Yang, "EGAFNet: An Edge Guidance and Scale-Aware Adaptive Fusion Network for Building Extraction From Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-13, 2025, Art no. 4700513, doi: 10.1109/TGRS.2024.3524547.

Contact us

If you have any problme when running the code, please do not hesitate to contact us. Thanks.  
E-mail: ymw_2000@163.com  
Date: February 20, 2025