Adaptive noise attenuation of seismic images based on singular value decomposition and texture direction detection

Journal of Geophysics and Engineering

Volumn 3, Issue 1, 2006, Pages 28-34

  Lu, Wenkai ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Co occurrence matrix; Singular value decomposition; Texture direction detection

Indexed keywords

SEISMIC DATA; SIGNAL-TO-NOISE RATIO;

EID: 33644884701     PISSN: 17422132     EISSN: 17422140     Source Type: Journal    
DOI: 10.1088/1742-2132/3/1/004     Document Type: Article

References (17)

1. Al-Dossary S et al 2001 Linear adaptive noise attenuation 71st SEG Meeting (San Antonio, USA)
2. Al-Yahya K M 1991 Application of the partial Karhunen-Loeve transform to suppress random noise in seismic sections Geophys. Prospect. 39 77-93
3. Castleman K R 1996 Digital Image Processing (Englewood Cliffs, NJ: Prentice-Hall)
4. Chiu S K and Butler P 1997 2D/3D coherent noise attenuation by locally adaptive modeling and removal on prestack data 67th SEG Meeting (Dallas, USA)
5. Freire S L and Ulrych T J 1988 Application of singular value decomposition to vertical seismic profiling Geophysics 53 778-85
6. Haykin S 1996 Adaptive Filter Theory (Englewood Cliffs, NJ: Prentice-Hall)
7. Konstantinides K, Natarajan B and Yovanof G S 1997 Noise estimation and filtering using block-based singular value decomposition IEEE Trans. Image Process. 6 479-83
8. Linville A F and Meek R A 1995 A procedure for optimally removing localized coherent noise Geophysics 60 191-203
9. Liu X 1999 Ground roll suppression using the Karhunen-Loeve transform Geophysics 64 564-6
10. Lu W 2002 Adaptive noise attenuation of seismic image based on singular value decomposition and texture direction detection Proc. IEEE ICIP 2002 (New York, USA)
11. Lu W 2001 Localized 2-D filter-based linear coherent noise attenuation IEEE Trans. Image Process. 10 1379-83
12. Lu W, Zhang X and Li Y 2003 Multiple removal based on detection and estimation of localized coherent signal Geophysics 68 745-50
13. Murase H and Lindenbaum M 1995 Partial eigenvalue decomposition of large images using a spatial temporal adaptive method IEEE Trans. Image Process. 4 620-9
14. Ulrych T J, Sacchi M D and Graul J M 1999 Signal and noise separation: art and science Geophysics 64 1648-56
15. Wang Y 1999 Random noise attenuation using forward-backward linear prediction J. Seism. Explor. 8 133-42
16. Yang J F and Lu C L 1995 Combined techniques of singular value decomposition and vector quantization for image coding IEEE Trans. Image Process. 4 1141-6
17. Zhang G, Yin X and Wu G 1998 An approach to suppress noise by the partial KL transform in the wavelet domain 68th SEG Meeting (New Orleans, USA)