F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation

News (March 2026): 🎉 Our paper has been accepted by CVPR 2026!

This is the official repository for the CVPR 2026 paper "F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation".

🚀 Code Status

Code release is pending. We are currently preparing and cleaning up the codebase. The official PyTorch implementation, pre-trained weights, and evaluation scripts will be released here soon. Please stay tuned!

📝 Citation

If you find our work helpful or relevant to your research, please consider citing:

@inproceedings{chen2026f2net,
  title={F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation},
  author={Chen, Hengzhi and Feng, Liqian and Wu, Wenhua and Zhu, Xiaogang and Wu, Qiuxia and Shan, Lianlei and Hu, Kun},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2026}
}