Seismic random noise attenuation and signal-preserving by multiple directional time-frequency peak filtering

Comptes Rendus - Geoscience

Volumn 347, Issue 1, 2015, Pages 2-12

  Zhang, Chao ^a   Li, Yue ^a   Lin, Hong bo ^a   Yang, Bao jun ^a  

^a JILIN UNIVERSITY   (China)

Author keywords

Directional filter bank; Random noise attenuation; Resampling; Time frequency peak filtering

Indexed keywords

DECONVOLUTION; SEISMIC ATTENUATION; SEISMIC DATA; SEISMIC NOISE;

EID: 84926518653     PISSN: 16310713     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.crte.2014.10.003     Document Type: Article

References (20)

1. Abma R., Claerbout J. Lateral prediction for noise attenuation by T-X and F-X techniques. Geophysics 1995, 60:1887-1896.
2. Barbarossa S. Parameter estimation of spread spectrum frequency hopping signals using time-frequency distributions. First IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications 1997, 213-216.
3. Barkat B., Boashash B. Design of higher order polynomial Wigner-Ville distributions. IEEE Trans. Signal Process. 1999, 47:2608-2611.
4. Boashash B., Mesbah M. Signal enhancement by time-frequency peak filtering. IEEE Trans. Signal Process. 2004, 52:929-937.
5. Cao S.Y., Chen X.P. The second generation wavelet transform and its application in denoising of seismic data. Appl. Geophys. 2005, 2:70-74.
6. Do M.N., Vetterli M. The contourlet transform: an efficient directional multiresolution image representation. IEEE Trans. Image Process. 2005, 14:2091-2106.
7. Feilner M., Ville D.D., Unser M. An orthogonal family of quincunx wavelets with continuously adjustable order. IEEE Trans. Image Process. 2005, 14:499-510.
8. Jones I.F., Levy S. Signal-to-noise ratio enhancement in multichannel seismic data via the Karhunen-Loeve transform. Geophys. Prospect. 2006, 35:12-32.
9. Klemperer S.L., Brown L. Simulations of noise rejection and mantissa-only recording; an experiment in high-amplitude noise reduction with COCORP data. Geophysics 1985, 50:709-714.
10. Lin H.B., Li Y., Yang B.J. Recovery of seismic events by time-frequency peak filtering. IEEE International Conference on Image Processing 2007, 441-444.
11. Lin H.B., Li Y., Yang B.J., Ma H.T. Random denoising and signal nonlinearity approach by time-frequency peak filtering using weighted frequency reassignment. Geophysics 2013, 78:229-237.
12. Li Y., Lin H.B., Yang B.J., Wu N., Li S.K., Gao H. The influence of limited linearization of time window on TFPF under the strong noise background. Chin. J. Geophys. 2009, 52:1899-1906. (in Chinese).
13. Tian Y.N., Li Y. Parabolic-trace time-frequency peak filtering for seismic random noise attenuation. IEEE Geosci. Remote Sens. Lett. 2014, 11:158-162.
14. Wang Y. Random noise attenuation using forward-backward linear prediction. J. Seism. Explor. 1999, 8:133-142.
15. Wang Y. Seismic trace interpolation in the f-x-y domain. Geophysics 2002, 67:1232-1239.
16. Wu N., Li Y., Yang B.J. Noise attenuation for 2-D seismic data by radial trace time-frequency peak filtering. IEEE Geosci. Remote Sens. Lett. 2011, 8:874-878.
17. Zahir M., Hussain B. Adaptive instantaneous frequency estimation of multicomponent FM signal using quadratic time-frequency distributions. IEEE Trans. Signal Process. 2002, 50:657-660.
18. Zhang C., Lin H.B., Li Y., Yang B.J. Seismic random noise attenuation by time-frequency peak filtering based on joint time-frequency distribution. C. R. Geoscience 2013, 345:383-391.
19. Zhang R., Ulrych T.J. Physical wavelet frame denoising. Geophysics 2003, 68:225-231.
20. Zhang Z.J., Klemperer S.L. West-east variation in crustal thickness in northern Lhasa block central Tibet, from deep seismic sounding data. J. Geophys. Res. 2005, 110:B0943.