Fast principal component analysis for stacking seismic data

[1]  Dong Zhang,et al.  Seismic noise attenuation using an online subspace tracking algorithm , 2018, Geophysical Journal International.

[2]  Shaohuan Zu,et al.  Low-frequency noise attenuation in seismic and microseismic data using mathematical morphological filtering , 2017, Geophysical Journal International.

[3]  Yangkang Chen,et al.  Fast dictionary learning for noise attenuation of multidimensional seismic data , 2017, Geophysical Journal International.

[4]  Wei Liu,et al.  A Novel Hydrocarbon Detection Approach via High-Resolution Frequency-Dependent AVO Inversion Based on Variational Mode Decomposition , 2018, IEEE Transactions on Geoscience and Remote Sensing.

[5]  Sergey Fomel,et al.  Data‐driven time–frequency analysis of seismic data using non‐stationary Prony method , 2018 .

[6]  Hui Zhou,et al.  Adaptive stabilization for Q-compensated reverse time migration , 2018 .

[7]  Shaohuan Zu,et al.  2D deblending using the multi-scale shaping scheme , 2018 .

[8]  Yangkang Chen,et al.  Iterative Deblending of Simultaneous-Source Seismic Data With Structuring Median Constraint , 2018, IEEE Geoscience and Remote Sensing Letters.

[9]  Yatong Zhou,et al.  Robust noise attenuation based on nuclear norm minimization and a trace prediction strategy , 2017 .

[10]  Yangkang Chen,et al.  Simultaneous denoising and interpolation of 2D seismic data using data-driven non-negative dictionary learning , 2017, Signal Process..

[11]  Yangkang Chen,et al.  Data-driven multitask sparse dictionary learning for noise attenuation of 3D seismic data , 2017 .

[12]  Xiao Pan,et al.  Iterative deblending of simultaneous-source data using a coherency-pass shaping operator , 2017 .

[13]  Yangkang Chen,et al.  Unveiling the signals from extremely noisy microseismic data for high-resolution hydraulic fracturing monitoring , 2017, Scientific Reports.

[14]  Yangkang Chen,et al.  Mathematical morphological filtering for linear noise attenuation of seismic data , 2017 .

[15]  Yufeng Wang,et al.  Three-Operator Proximal Splitting Scheme for 3-D Seismic Data Reconstruction , 2017, IEEE Geoscience and Remote Sensing Letters.

[16]  Shaohuan Zu,et al.  Damped sparse representation for seismic random noise attenuation , 2017 .

[17]  Yangkang Chen,et al.  Hybrid rank-sparsity constraint model for simultaneous reconstruction and denoising of 3D seismic data , 2017 .

[18]  Weilin Huang,et al.  Simultaneous Coherent and Random Noise Attenuation by Morphological Filtering With Dual-Directional Structuring Element , 2017, IEEE Geoscience and Remote Sensing Letters.

[19]  Yatong Zhou,et al.  Spike-Like Blending Noise Attenuation Using Structural Low-Rank Decomposition , 2017, IEEE Geoscience and Remote Sensing Letters.

[20]  Hao Zheng,et al.  Two field trials for deblending of simultaneous source surveys: why we failed and why we succeeded? , 2017 .

[21]  Bing Zhou,et al.  Seismic traveltime inversion based on tomographic equation without integral terms , 2017, Comput. Geosci..

[22]  D. J. Verschuur,et al.  Full Waveform Inversion Using an Automatic Directional Total Variation Constraint , 2017 .

[23]  Shaohuan Zu,et al.  Application of Principal Component Analysis in Weighted Stacking of Seismic Data , 2017, IEEE Geoscience and Remote Sensing Letters.

[24]  Yangkang Chen,et al.  Simultaneous Denoising and Interpolation of 3-D Seismic Data via Damped Data-Driven Optimal Singular Value Shrinkage , 2017, IEEE Geoscience and Remote Sensing Letters.

[25]  Xiao Pan,et al.  SVD-Constrained MWNI With Shaping Theory , 2017, IEEE Geoscience and Remote Sensing Letters.

[26]  Yangkang Chen,et al.  Shot-domain deblending using least-squares inversion , 2017 .

[27]  Yatong Zhou,et al.  Empirical Low-Rank Approximation for Seismic Noise Attenuation , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[28]  Yangkang Chen,et al.  Double Least-Squares Projections Method for Signal Estimation , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[29]  Yangkang Chen,et al.  Amplitude-preserving iterative deblending of simultaneous source seismic data using high-order Radon transform , 2017 .

[30]  D. J. Verschuur,et al.  Simultaneous Joint Migration Inversion for Accurate Time-lapse Analysis of Sparse Monitor Surveys , 2017 .

[31]  Yatong Zhou A POCS method for iterative deblending constrained by a blending mask , 2017 .

[32]  Yangkang Chen,et al.  Signal extraction using randomized-order multichannel singular spectrum analysis , 2017 .

[33]  Yangkang Chen,et al.  A high-resolution weighted AB semblance for dealing with amplitude-variation-with-offset phenomenon , 2017 .

[34]  Genyang Tang,et al.  Subsurface attenuation estimation using a novel hybrid method based on FWE function and power spectrum , 2017 .

[35]  Wei Liu,et al.  Spectral Decomposition for Hydrocarbon Detection Based on VMD and Teager–Kaiser Energy , 2017, IEEE Geoscience and Remote Sensing Letters.

[36]  Hui Zhou,et al.  Modeling Elastic Wave Propagation Using $K$ -Space Operator-Based Temporal High-Order Staggered-Grid Finite-Difference Method , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[37]  Sun Weijia,et al.  Calculation of the seismic imaging complexity of complex geological structures , 2017 .

[38]  Y. Chen,et al.  Preserving the discontinuities in least-squares reverse time migration of simultaneous-source data , 2017 .

[39]  Yangkang Chen,et al.  Geological structure guided well log interpolation for high-fidelity full waveform inversion , 2016 .

[40]  Yangkang Chen,et al.  Simultaneous Sources Separation via an Iterative Rank-Increasing Method , 2016, IEEE Geoscience and Remote Sensing Letters.

[41]  Runqiu Wang,et al.  Weak signal detection using multiscale morphology in microseismic monitoring , 2016 .

[42]  Wei Chen,et al.  An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstruction , 2016, Comput. Geosci..

[43]  Weilin Huang,et al.  Simultaneous denoising and reconstruction of 5-D seismic data via damped rank-reduction method , 2016 .

[44]  Yangkang Chen,et al.  Multi-step damped multichannel singular spectrum analysis for simultaneous reconstruction and denoising of 3D seismic data , 2016 .

[45]  Siyuan Cao,et al.  One-Step Slope Estimation for Dealiased Seismic Data Reconstruction via Iterative Seislet Thresholding , 2016, IEEE Geoscience and Remote Sensing Letters.

[46]  Yangkang Chen,et al.  Deblending of Simultaneous-source Seismic Data using Fast Iterative Shrinkage-thresholding Algorithm with Firm-thresholding , 2016, Acta Geophysica.

[47]  Peter Lindstrom,et al.  Reducing disk storage of full-3D seismic waveform tomography (F3DT) through lossy online compression , 2016, Comput. Geosci..

[48]  Shaohuan Zu,et al.  Interpolating Big Gaps Using Inversion With Slope Constraint , 2016, IEEE Geoscience and Remote Sensing Letters.

[49]  Wei Liu,et al.  Applications of variational mode decomposition in seismic time-frequency analysis , 2016 .

[50]  Yangkang Chen,et al.  Dip-separated structural filtering using seislet transform and adaptive empirical mode decomposition based dip filter , 2016 .

[51]  Y. Chen,et al.  Compressive sensing for seismic data reconstruction via fast projection onto convex sets based on seislet transform , 2016 .

[52]  Stacking Using Truncated Singular Value Decomposition and Local Similarity , 2016 .

[53]  S. Qu,et al.  Simultaneous Time-lapse Imaging via Joint Migration and Inversion , 2016 .

[54]  Yangkang Chen,et al.  A High-resolution Weighted Semblance for Dealing with AVO Phenomenon , 2016 .

[55]  S. Gan,et al.  Iterative Reconstruction of 3D Seismic Data via Multiple Constraints , 2016 .

[56]  Yangkang Chen,et al.  A periodically varying code for improving deblending of simultaneous sources in marine acquisition , 2016 .

[57]  Yangkang Chen,et al.  Improved random noise attenuation using f−x empirical mode decomposition and local similarity , 2016, Applied Geophysics.

[58]  Yangkang Chen,et al.  Amplitude-preserving nonlinear adaptive multiple attenuation using the high-order sparse Radon transform , 2016 .

[59]  Yangkang Chen,et al.  A method for low-frequency noise suppression based on mathematical morphology in microseismic monitoring , 2016 .

[60]  Wei Liu,et al.  An effective approach to attenuate random noise based on compressive sensing and curvelet transform , 2016 .

[61]  Yu Zhang,et al.  Weighted stacking of seismic AVO data using hybrid AB semblance and local similarity , 2016 .

[62]  S. Qu,et al.  Velocity analysis of simultaneous-source data using high-resolution semblance—coping with the strong noise , 2016 .

[63]  Yangkang Chen,et al.  Simultaneous-Source Separation Using Iterative Seislet-Frame Thresholding , 2016, IEEE Geoscience and Remote Sensing Letters.

[64]  Y. Chen,et al.  Q -compensated migration by Gaussian beam summation method , 2016 .

[65]  Yangkang Chen,et al.  Damped multichannel singular spectrum analysis for 3D random noise attenuation , 2015, GEOPHYSICS.

[66]  Yangkang Chen,et al.  Multidimensional seismic data reconstruction with multiple constraints , 2016 .

[67]  Yangkang Chen,et al.  Improved principal component analysis for 3D seismic data simultaneous reconstruction and denoising , 2016 .

[68]  Weilin Huang,et al.  Damped rank-reduction method for simultaneous denoising and reconstruction of 5D seismic data , 2016 .

[69]  Hui Zhou,et al.  A constant fractional-order Laplacian viscoacoustic wave equation , 2016 .

[70]  Shaohuan Zu,et al.  Recovering the most from big gaps using least-squares inversion , 2016 .

[71]  Yangkang Chen,et al.  Seismic imaging of incomplete data and simultaneous-source data using least-squares reverse time migration with shaping regularization , 2016 .

[72]  Yangkang Chen,et al.  Separation of simultaneous sources using a structural-oriented median filter in the flattened dimension , 2016, Comput. Geosci..

[73]  Yangkang Chen,et al.  Simultaneously Removing Noise and Increasing Resolution of Seismic Data Using Waveform Shaping , 2016, IEEE Geoscience and Remote Sensing Letters.

[74]  Wei Liu,et al.  Seismic Time–Frequency Analysis via Empirical Wavelet Transform , 2016, IEEE Geoscience and Remote Sensing Letters.

[75]  Yangkang Chen,et al.  Seismic data reconstruction via fast projection onto convex sets in the seislet transform domain , 2015 .

[76]  Yangkang Chen,et al.  Deblending of Distance Separated Simultaneous-Source Data using Seislet Frames in the Shot Domain , 2015 .

[77]  Sergey Fomel,et al.  EMD-seislet transform , 2015 .

[78]  An Unsplit Convolutional Perfectly Matched Layer for Visco-Acoustic Wave Equation with Fractional Time Derivatives , 2015 .

[79]  Min Bai,et al.  Ground roll attenuation using non-stationary matching filtering , 2015 .

[80]  Yangkang Chen,et al.  Iterative Deblending With Multiple Constraints Based on Shaping Regularization , 2015, IEEE Geoscience and Remote Sensing Letters.

[81]  Yangkang Chen,et al.  Ground rolls attenuation using non-stationary matching filtering , 2015 .

[82]  Yangkang Chen,et al.  Enhancing seismic reflections using empirical mode decomposition in the flattened domain , 2015 .

[83]  Yangkang Chen,et al.  Dealiased Seismic Data Interpolation Using Seislet Transform With Low-Frequency Constraint , 2015, IEEE Geoscience and Remote Sensing Letters.

[84]  Q. Xie,et al.  Simultaneous Structure Enhancing Filtering and Fault Detection Using Plane Wave Prediction , 2015 .

[85]  G. Zhang,et al.  Seismic Data Analysis Using Synchrosqueezeing Wavelet Transform - A Case Study Applied to Boonsville Field , 2015 .

[86]  Yangkang Chen,et al.  An efficient and effective common reflection surface stacking approach using local similarity and plane-wave flattening , 2015 .

[87]  Yangkang Chen,et al.  An effective method for reducing harmonic distortion in correlated vibroseis data , 2015 .

[88]  Siyuan Cao,et al.  Reconstruction of seismic data with missing traces based on local random sampling and curvelet transform , 2015 .

[89]  Yangkang Chen,et al.  Random noise attenuation using local signal-and-noise orthogonalization , 2015 .

[90]  Wencheng Yang,et al.  Random Noise Attenuation Using a New Spectral Decomposition Method , 2014 .

[91]  Shaohuan Zu,et al.  Separation of simultaneous vibroseis data , 2014 .

[92]  Yangkang Chen,et al.  Velocity analysis using similarity-weighted semblance , 2014 .

[93]  Dominique Zosso,et al.  Variational Mode Decomposition , 2014, IEEE Transactions on Signal Processing.

[94]  Jinghuai Gao,et al.  Application of Seismic Data Stacking in Time–Frequency Domain , 2014, IEEE Geoscience and Remote Sensing Letters.

[95]  Yue Li,et al.  Variable-Eccentricity Hyperbolic-Trace TFPF for Seismic Random Noise Attenuation , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[96]  Jean Virieux,et al.  Building starting models for full waveform inversion from wide‐aperture data by stereotomography , 2013 .

[97]  Xiaohong Chen,et al.  Noncausal f–x–y regularized nonstationary prediction filtering for random noise attenuation on 3D seismic data , 2013 .

[98]  R. Plessix,et al.  Full waveform inversion and distance separated simultaneous sweeping: a study with a land seismic data set , 2012 .

[99]  Guochang Liu,et al.  Random noise attenuation using f-x regularized nonstationary autoregression , 2012 .

[100]  Sanyi Yuan,et al.  Random noise reduction using Bayesian inversion , 2012 .

[101]  I. Daubechies,et al.  Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool , 2011 .

[102]  Xiaohong Chen,et al.  Stacking angle‐domain common‐image gathers for normalization of illumination , 2011 .

[103]  Sergey Fomel,et al.  Velocity analysis using AB semblance , 2009 .

[104]  Guochang Liu,et al.  Stacking seismic data using local correlation , 2009 .

[105]  Sergey Fomel,et al.  Poststack velocity analysis by separation and imaging of seismic diffractions , 2007 .

[106]  F. Herrmann,et al.  Non-linear primary-multiple separation with directional curvelet frames , 2007 .

[107]  Qian Du,et al.  Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis , 2007, IEEE Geoscience and Remote Sensing Letters.

[108]  Stewart Trickett Maximum-Likelihood-Estimation Stacking , 2007 .

[109]  Sergey Fomel,et al.  Local seismic attributes , 2007 .

[110]  Laurent Demanet,et al.  Fast Discrete Curvelet Transforms , 2006, Multiscale Model. Simul..

[111]  Max Deffenbaugh,et al.  Stack-and-Denoise: A New Method to Stack Seismic Datasets , 2006 .

[112]  Russell M. Mersereau,et al.  On the impact of PCA dimension reduction for hyperspectral detection of difficult targets , 2005, IEEE Geoscience and Remote Sensing Letters.

[113]  Michael Schoenberger Optimum weighted stack for multiple suppression , 1996 .

[114]  Michel Barlaud,et al.  Image coding using wavelet transform , 1992, IEEE Trans. Image Process..