Three dimensional seismic data reconstruction based on truncated nuclear norm

Keywords

Singular value, Singular value decomposition, Matrix norm, Hankel matrix, Rank (graph theory)

References

• Fast and Accurate Matrix Completion via Truncated Nuclear Norm RegularizationYao Hu, Debing Zhang, Jieping Ye — 2013
• Seismic trace interpolation in the F-X domainS. Spitz — 1991
• Multistep autoregressive reconstruction of seismic recordsMostafa Naghizadeh, Mauricio D. Sacchi — 2007
• Wavelet-Radon domain dealiasing and interpolation of seismic dataZhou Yu, John Ferguson, George A. McMechan — 2007
• A tensor higher-order singular value decomposition for prestack seismic data noise reduction and interpolationNadia Kreimer, Mauricio D. Sacchi — 2012
• Antileakage Fourier transform for seismic data regularizationSheng Xu, Yu Zhang, Don Pham — 2005
• Seismic reflection data interpolation with differential offset and shot continuationSergey Fomel — 2003
• Seismic imaging with the generalized Radon transform: a curvelet transform perspectiveMaarten V. de Hoop, Hart F. Smith, Günther Uhlmann — 2009
• Simultaneous seismic data denoising and reconstruction via multichannel singular spectrum analysisVicente E. Oropeza, Mauricio D. Sacchi — 2011
• Double Sparsity Dictionary for Seismic Noise AttenuationYangkang Chen, Jianwei Ma, Sergey Fomel — 2015
• Seismic data reconstruction via matrix completionYi Yang, Jianwei Ma, Stanley Osher — 2013
• A fast rank-reduction algorithm for three-dimensional seismic data interpolationYongna Jia, Siwei Yu, Lina Liu — 2016
• An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstructionYangkang Chen, Weilin Huang, Dong Zhang — 2016
• Simultaneous denoising and reconstruction of 5-D seismic data via damped rank-reduction methodYangkang Chen, Dong Zhang, Zhaoyu Jin — 2016
• Simultaneous Denoising and Interpolation of 3-D Seismic Data via Damped Data-Driven Optimal Singular Value ShrinkageMohammad Amir Nazari Siahsar, Saman Gholtashi, Ehsan Olyaei Torshizi — 2017
• An anti-aliasing POCS interpolation method for regularly undersampled seismic data using curvelet transformHua Zhang, Hua Zhang, Hengqi Zhang — 2020
• Seismic time–frequency spectrum analysis based on local polynomial Fourier transformPengfei Qi, Wang Yan-chun — 2019
• Separation and imaging of seismic diffractions using a localized rank-reduction method with adaptively selected ranksHang Wang, Xingye Liu, Yangkang Chen — 2020
• Fast and Robust Low-Rank Approximation for Five-Dimensional Seismic Data ReconstructionJuan Wu, Min Bai, Dong Zhang — 2020
• A local radon transform for seismic random noise attenuationQuán Zhāng, Hang Wang, Wei Chen — 2021

Cited by

• Low-Rank Approximation Reconstruction of Five-Dimensional Seismic DataGui Chen, Yang Liu, Mi Zhang — 2024
• Robust Initialization Strategies for Hankel Structured Low-Rank Approximation via Variable ProjectionNatsuki Yoshino, Akira Tanaka — 2025
• Incorporating Spatial Variability of Source Wavelets in a Robust CL-SRME Framework for Offshore Wind Seismic DataYang Zhang, Deli Wang, Bin Hu — 2025
• Automatic distortion correction and signal reconstruction in GPR data in tunnel lining surveysTian Lan, Jiaxin Yang, Chaoyi Huang — 2026

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