Unsupervised PolSAR Change Detection Based on Polarimetric Distance Measurements and ConvLSTM Network

Unsupervised PolSAR Change Detection Based on Polarimetric Distance Measurements and ConvLSTM Network

Time-series PolSAR are capable for continuous change monitoring of natural resources and urban land-covers regardless of weather and lighting conditions. However, in the big SAR data era, the scarcity of labeled PolSAR samples poses new challenge to the traditional change detection methods. To reduc...

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Bibliographic Details
Main Authors: Rong Gui, Xinyue Zhang, Jun Hu, Lei Wang, Xing Zhang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Long short-term memory (LSTM) network
polarimetric distance measurements (PDMs)
synthetic aperture radar (SAR)
time series images
unsupervised change detection
Online Access:https://ieeexplore.ieee.org/document/10286878/

Internet

https://ieeexplore.ieee.org/document/10286878/

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