Change Detection in SAR Images Based on Deep Semi-NMF and SVD Networks

Change Detection in SAR Images Based on Deep Semi-NMF and SVD Networks

With the development of Earth observation programs, more and more multi-temporal synthetic aperture radar (SAR) data are available from remote sensing platforms. Therefore, it is demanding to develop unsupervised methods for SAR image change detection. Recently, deep learning-based methods have disp...

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Bibliographic Details
Main Authors: Feng Gao, Xiaopeng Liu, Junyu Dong, Guoqiang Zhong, Muwei Jian
Format: Article
Language:English
Published: MDPI AG 2017-05-01
Series:Remote Sensing
Subjects:
change detection
synthetic aperture radar
nonnegative matrix factorization
SVD networks
fuzzy c-means
Deep Semi-NMF
Online Access:http://www.mdpi.com/2072-4292/9/5/435

Internet

http://www.mdpi.com/2072-4292/9/5/435

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