Missing Data Recovery via Deep Networks for Limited Ground Penetrating Radar Measurements

Missing data problem frequently occurs during data acquisition in ground-penetrating radar (GPR) and recovery of the missing entries prior to any processing is vital in GPR imaging. Existing missing data recovery methods are based on low-rank matrix completion or the recently proposed deep generativ...

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Bibliographic Details
Main Authors: Deniz Kumlu, Kubra Tas, Isin Erer
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/14/3/754