Random noise reduction using Bayesian inversion

Journal of Geophysics and Engineering

Volumn 9, Issue 1, 2012, Pages 60-68

  Yuan, Sanyi ^a   Wang, Shangxu ^a   Li, Guofa ^a  

^a CHINA UNIVERSITY OF PETROLEUM   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN ANALYSIS; GEOMETRY; SEISMIC DATA; TELEVISION;

EID: 84862907674     PISSN: 17422132     EISSN: 17422140     Source Type: Journal    
DOI: 10.1088/1742-2132/9/1/007     Document Type: Article

References (32)

1. Abma R and Claerbout J 1995 Lateral prediction for noise attenuation by t-x and f-x techniques Geophysics 60 1887-96 (Pubitemid 26459613)
2. AlBinHassan N M, Luo Y and Al-Faraj M N 2006 3D edge-preserving smoothing and applications Geophysics 71 P5-P11
3. Al-Yahya K M 1991 Application of the partial Karhunen-Loeve transform to suppress random noise in seismic sections Geophys. Prospect. 39 77-93
4. Bayes T 1763 Essay towards solving a problem in the doctrine of chances (reprinted 1958 in Biometrika 45 298-315)
5. Bednar J B 1983 Applications of median filtering to deconvolution, pulse estimation, and statistical editing of seismic data Geophysics 48 1598-610 (Pubitemid 14530543)
6. Bekara M and van der Baan M 2007 Local singular value decomposition for signal enhancement of seismic data Geophysics 72 V59-V65
7. Bekara M and van der Baan M 2009 Random and coherent noise attenuation by empirical mode decomposition Geophysics 74 V89-V98
8. Canales L 1984 Random noise reduction 54th Annu. Int. Meeting, SEG, Expanded Abstracts pp 525-7
9. Chan T F, Golub G H and Mulet P 1999 A nonlinear primal-dual method for total variation-based image restoration SIAM J. Sci. Comput. 20 1964-77
10. Chase M K 1992 Random noise reduction by FXY prediction filtering Explor. Geophys. 23 51-6
11. Goldstein T and Osher S 2009 The split Bregman method for L1-regularized problems SIAM J Imaging Sci. 2 323-43
12. Ioup J W and Ioup G E 1998 Noise removal and compression using a wavelet transform 68th Annu. Int. Meeting, SEG, Expanded Abstracts pp 1076-9
13. Jones I F and Levy S 1987 Signal-to-noise ratio enhancement in multichannel seismic data via the Karhunen-Loeve transform Geophys. Prospect. 35 12-32 (Pubitemid 17555487)
14. Liu Y, Fomel S and Liu G C 2010 Nonlinear structure-enhancing filtering using plane-wave prediction Geophys. Prospect. 58 415-27
15. Liu Y, Liu C and Wang D 2009 A 1D time-varying median filter for seismic random, spike-like noise elimination Geophysics 74 V17-V24
16. Oldenburg D W, Scheuer T and Levy S 1983 Recovery of the acoustic impedance from reflection seismograms Geophysics 48 1318-37 (Pubitemid 14534202)
17. Ozdemir A K, Ozbek A, Ferber R and Zerouk K 1999 F-xy projection filtering using helical transformation 69th Annu. Int. Meeting, SEG, Expanded Abstracts pp 1231-4
18. Portniaguine O and Zhdanov M S 1999 Focusing geophysical inversion images Geophysics 64 874-87 (Pubitemid 29511467)
19. Rudin L I, Osher S and Fatemi E 1992 Nonlinear total variation based noise removal algorithms Physica D 60 259-68
20. Sacchi M D 1997 Reweighting strategies in seismic deconvolution Geophys. J. Int. 129 651-6
21. Sacchi M D and Ulrych T J 1995 High-resolution velocity gathers and offset space reconstruction Geophysics 60 1169-77 (Pubitemid 26455884)
22. Soubaras R 1994 Signal-preserving random noise attenuation by the f-x projection 64th Annu. Int. Meeting, SEG, Expanded Abstracts pp 1576-9
23. Tarantola A 2005 Inverse Problem Theory and Methods for Model Parameter Estimation (Philadelphia, PA: SIAM)
24. Tavakoli R and Davami P 2007 A new parallel Gauss-Seidel method based on alternating group explicit method and domain decomposition method Appl. Math. Comput. 188 713-9 (Pubitemid 46686761)
25. Theune U, Jensas I and Eidsvik J 2010 Analysis of prior models for a blocky inversion of seismic AVA data Geophysics 75 C25-C35
26. Tikhonov A N and Arsenin V Y 1977 Solution of Ill-posed Problems (Washington, DC: Winston and Sons)
27. Trickett S R 2008 F-xy Cadzow noise suppression 78th Annu. Int. Meeting, SEG, Expanded Abstracts pp 2586-90
28. Ulrych T J, Freire S and Siston P 1988 Eigenimages processing of seismic section 58th Annu. Int. Meeting, SEG, Expanded Abstracts pp 1261-5
29. Ulrych T J, Sacchi M D and Woodbury A 2001 A Bayes tour of inversion: a tutorial Geophysics 66 55-69 (Pubitemid 32281929)
30. Wang D L, Tong Z F, Tang C and Zhu H 2010 An iterative curvelet thresholding algorithm for seismic random noise attenuation Appl. Geophys. 7 315-24
31. Wang Y L, Yin W T and Zhang Y 2007 A fast algorithm for image deblurring with total variation regularization UCLA CAM Report 07-22
32. Yuan S Y and Wang S X 2011 A local f-x Cadzow method for noise reduction of seismic data obtained in complex formations Petrol. Sci. 8 269-77