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Seismic Shot Gather Denoising by Using a Supervised-Deep-Learning Method with Weak Dependence on Real Noise Data: A Solution to the Lack of Real Noise Data

Xintong Dong, Jun Lin, Shaoping Lu, Xingguo Huang, Hongzhou Wang, Yue Li

2022Surveys in Geophysics90 citationsDOI

Topics & Concepts

Noise reductionComputer scienceNoise (video)Synthetic dataArtificial intelligenceRaw dataConvolution (computer science)Pattern recognition (psychology)SIGNAL (programming language)Data miningMachine learningArtificial neural networkImage (mathematics)Programming languageSeismic Imaging and Inversion TechniquesSeismic Waves and AnalysisImage and Signal Denoising Methods
Seismic Shot Gather Denoising by Using a Supervised-Deep-Learning Method with Weak Dependence on Real Noise Data: A Solution to the Lack of Real Noise Data | Litcius