A Coherence-Guided InSAR Phase Unwrapping Method With Cycle-Consistent Adversarial Networks

A Coherence-Guided InSAR Phase Unwrapping Method With Cycle-Consistent Adversarial Networks

Phase unwrapping (PU) is a critical processing step for obtaining information on land surface deformation from interferometric synthetic aperture radar (InSAR) images. Traditional PU methods take the phase continuity assumption as the precondition. However, in actual applications, there are many fac...

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Bibliographic Details
Main Authors: Jingqin Mu, Yuzhu Wang, Sheng Zhan, Guoqing Yao, Kun Liu, Yueqin Zhu, Lizhe Wang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Coherence
cycle consistency
generative adversarial networks
interferometric synthetic aperture radar (InSAR)
phase unwrapping (PU)
Online Access:https://ieeexplore.ieee.org/document/10361554/

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