A Novel Approach to Change Detection in SAR Images with CNN Classification

A Novel Approach to Change Detection in SAR Images with CNN Classification

This paper presents a novel Synthetic Aperture Radar (SAR)-image-change-detection method, which integrates effective-image preprocessing and Convolutional Neural Network (CNN) classification. To validate the efficiency of the proposed method, two SAR images of the same devastated region obtained by...

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Bibliographic Details
Main Authors: Xu Zhen, Wang Robert, Li Ning, Zhang Heng, Zhang Lei
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2017-10-01
Series:Leida xuebao
Subjects:
Synthetic Aperture Radar (SAR) image
Change detection
Convolutional Neural Networks (CNN)
Online Access:http://radars.ie.ac.cn/fileup/HTML/R17075.htm

Internet

http://radars.ie.ac.cn/fileup/HTML/R17075.htm

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