Change Detection in SAR Images Based on Multiscale Capsule Network

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Deep LearningSAR_CD_MS_CapsNet
Overview

SAR_CD_MS_CapsNet

Code for the paper "Change Detection in SAR Images Based on Multiscale Capsule Network" , IEEE Geoscience and Remote Sensing Letters, vol. 18, no. 3, pp. 484-488, March 2021.

If you have any queries, please do not hesitate to contact me ([email protected] [email protected]).More codes can be obtained from http://feng-gao.cn

Run this code by the following procedures:

  1. Difference image can be obained by neighborhood ratio: "DI_generation.m". (Matlab 2012a)
  2. Opening the terminal and running this script: "python Ms_CapsNet.py". (Ubuntu-16.04.1 Keras-2.1.6)

In our implementations, we reference the code from Xifeng Guo and Yushi Chen:

  1. https://github.com/XifengGuo/CapsNet-Keras
  2. https://github.com/YushiChen/Conv-Caps-HSI-Classification
Owner
Feng Gao
Associate Professor at Vision Lab in Ocean University of China. My research interests include remote sensing image change detection and classificaiton.
Feng Gao
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