CNN-AF

Machine Learning for Synthetic Aperture Radar Autofocus


CNN-AF

This is a PyTorch implementation of paper “SAR Autofocus based on Convolutional Neural Networks”.

This code will be open-sourced fully after the paper is accept!

Dataset

Please see our paper and dataset page for details.

Training

python train.py

Testing

python test.py

Citation

If you find the dataset or this code is useful, please kindly cite our paper and star our pakcage AutofocusSAR on GitHub:

@article{Liu2021Fast,
  title={Fast SAR Autofocus Based on Ensemble Convolutional Extreme Learning Machine},
  author={Liu, Zhi and Yang, Shuyuan and Feng, Zhixi and Gao, Quanwei and Wang, Min},
  journal={Remote Sensing},
  volume={13},
  number={14},
  pages={2683},
  year={2021},
  publisher={Multidisciplinary Digital Publishing Institute}
}