Robust wavelet estimation and blind deconvolution of noisy surface seismics

Geophysics

Volumn 73, Issue 5, 2008, Pages

  Van der Baan, Mirko ^a   Pham, Dinh Tuan ^b  

^a UNIVERSITY OF LEEDS   (United Kingdom)

^b UNIV GRENOBLE ALPES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH; CONVOLUTION;

BLIND DECONVOLUTION; FREQUENCY DEPENDENT; MINIMUM PHASE; MUTUAL INFORMATION RATES; NOISY SURFACE; SEISMIC WAVELETS; WAVELET ESTIMATIONS; WIENER FILTERING;

BLIND EQUALIZATION;

ACCURACY ASSESSMENT; DECONVOLUTION; ESTIMATION METHOD; FREQUENCY DEPENDENCE; SEISMIC WAVE; SIGNAL-TO-NOISE RATIO; WAVELET ANALYSIS; WHITE NOISE;

EID: 53849112985     PISSN: 00168033     EISSN: None     Source Type: Journal    
DOI: 10.1190/1.2965028     Document Type: Article

References (20)

1. Berkhout, A. J., 1977, Least-squares inverse filtering and wavelet deconvolution: Geophysics, 42, 1369-1383. gpy GPYSA7 0016-8033 10.1190/ 1.1440798
2. Cover, T., and J. Thomas, 1991, Elements of information theory: Wiley.
3. Donoho, D., 1981, On minimum entropy deconvolution, in D. F. Findley, ed., Applied time series analysis II: Academic Press, 565-608.
4. Hyvärinen, A., J. Karhunen, and E. Oja, 2001, Independent component analysis: Wiley.
5. Larue, A., and D. T. Pham, 2006, Comparison of supergaussianity and whiteness assumptions for blind deconvolution in noisy context: Presented at the 14th European Signal Processing Conference.
6. Larue, A., M. Van der Baan, J. I. Mars, and C. Jutten, 2005, Sparsity or whiteness: What criterion to use for blind deconvolution of seismic data?: 75th Annual International Meeting, SEG, Expanded Abstracts, SI 1.4.
7. Levy, S., and D. W. Oldenburg, 1987, Automatic phase correction of common-midpoint stacked data: Geophysics, 52, 51-59. gpy GPYSA7 0016-8033 10.1190/1.1442240
8. Longbottom, J., A. T. Walden, and R. E. White, 1988, Principles and application of maximum kurtosis phase estimation: Geophysical Prospecting, 36, 115-138. 8uc GPPRAR 0016-8025 10.1111/ j.1365-2478.1988.tb02155.x
9. Mendel, J. M., 1991, Tutorial on higher-order statistics (spectra) in signal processing and system theory: Proceedings of the IEEE, 79, 278-305. iee IEEPAD 0018-9219 10.1109/5.75086
10. Pham, D. T., 2004, Fast algorithms for mutual information-based independent component analysis: IEEE Transaction on Signal Processing, 52, 2690-2700. itl ITPRED 1053-587X
11. 2005, Mutual information approach to blind separation-deconvolution: Presented at the 13th European Signal Processing Conference.
12. 2007, Blind deconvolution in noisy and band-limited context: Presented at the 15th European Signal Processing Conference.
13. Press, W. H., S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, 1992, Numerical recipes in Fortran: The art of scientific computing: 2nd ed., Cambridge University Press.
14. Trantham, E. C., 1994, Controlled-phase acquisition and processing: 64th Annual International Meeting, SEG, Expanded Abstracts, 890-894.
15. Van der Baan, M., 2008, Time-varying wavelet estimation and deconvolu-tion by kurtosis maximization: Geophysics, 73, no. 2, V11-V18. gpy GPYSA7 0016-8033 10.1190/1.2831936
16. Vandecar, J. C., and R. S. Crosson, 1990, Determination of teleseismic relative phase arrival times using multi-channel cross-correlation and least-squares: Bulletin of the Seismological Society of America, 80, 150-169. bss BSSAAP 0037-1106
17. Walden, A. T., and J. W. J. Hosken, 1986, The nature of the non-gaussianity of primary reflection coefficients and its significance for deconvolution: Geophysical Prospecting, 34, 1038-1066. 8uc GPPRAR 0016-8025 10.1111/j.1365-2478.1986.tb00512.x
18. White, R. E., 1988, Maximum kurtosis phase correction: Geophysical Journal, 95, 371-389. gpj GJOUDQ 0275-9128 10.1111/ j.1365-246X.1988.tb00475.x
19. Wiggins, R. A., 1978, Minimum entropy deconvolution: Geoexploration, 16, 21-35. 9o7 GEOXAV 0016-7142 10.1016/0016-7142(78)90005-4
20. 1985, Entropy guided deconvolution: Geophysics, 50, 2720-2726. gpy GPYSA7 0016-8033 10.1190/1.1441892