/SAR_CD_SAFNet

Code for "Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network," IEEE JSTARS 2021

Primary LanguageJupyter Notebook

SAR-Image-Change-Detection

This code is for our paper --- Y. Gao, F. Gao, J. Dong, Q. Du and H. -C. Li, "Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 10748-10760, 2021, doi: 10.1109/JSTARS.2021.3120381.

If you have any questions, please contact us. Email: gaoyunhao128@163.com

The training set "mask_train.mat" is generated by the hierarchical FCM algorithm: https://github.com/summitgao/SAR_Change_Detection_NR_ELM

Colab

  1. Go to Google Colab and sign in! https://colab.research.google.com/
  2. Pick the notebook "SAFNet.ipynb" and run it!
  3. The final result can be generated by running "calculate_result.m"