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Recurrent neural networks for atmospheric noise removal from InSAR time series with missing values

Zhuoyi Zhao, Zherong Wu, Yi Zheng, Peifeng Ma

2021ISPRS Journal of Photogrammetry and Remote Sensing54 citationsDOI

Topics & Concepts

Interferometric synthetic aperture radarComputer scienceRecurrent neural networkNoise (video)Series (stratigraphy)Noise reductionTime seriesMissing dataArtificial intelligenceGaussian noiseAlgorithmArtificial neural networkPattern recognition (psychology)Machine learningSynthetic aperture radarGeologyPaleontologyImage (mathematics)Synthetic Aperture Radar (SAR) Applications and TechniquesCryospheric studies and observationsLandslides and related hazards
Recurrent neural networks for atmospheric noise removal from InSAR time series with missing values | Litcius