Structure-oriented Gaussian filter for seismic detail preserving smoothing

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 601-604

  Wang, Wei ^a   Gao, Jinghuai ^a   Li, Kang ^b   Ma, Ke ^a   Zhang, Xia ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b China Satellite Maritime Tracking and Control Department   (China)

Author keywords

Anisotropic Gaussian filter; Confidence measure; Gradient structure tensor; Seismic data; Structure oriented

Indexed keywords

ANISOTROPY; IMAGE PROCESSING; IMAGING SYSTEMS; SEISMIC RESPONSE; SEISMIC WAVES; STRATIGRAPHY; TENSORS; THREE DIMENSIONAL;

3D SEISMIC DATA; COMPARATIVE EXPERIMENTS; CONFIDENCE MEASURE; GAUSSIAN FILTERS; GAUSSIAN KERNELS; GAUSSIANS; GEOLOGICAL FEATURES; GRADIENT STRUCTURE; LATERAL HETEROGENEITY; LOCAL ORIENTATIONS; REDUCING NOISE; REFLECTION SEISMIC; SEISMIC DATAS; SEISMIC DETAIL; SEISMIC FAULTS; SEISMIC STRUCTURE; SYNTHETIC BLOCKS;

GAUSSIAN DISTRIBUTION;

EID: 77951956036     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5413869     Document Type: Conference Paper

References (14)

1. M.S. Bahorich, and S.L. Farmer, "3D seismic discontinuity for faults and stratigraphic features: the coherence cube," The Leading Edge, Vol. 14, pp. 1053-1058, 1995.
2. A. Gersztenkorn, and K.J. Marfurt, "Eigenstructure-based coherence computation as an aid to 3D structural and stratigraphic mapping," Geophysics, Vol. 64(5), pp. 1468-1479, 1999.
3. T. Randen, E. Monsen, C. Signer, A. Abrahamsen, J.O. Hansen, T. Saeter, J. Schlaf, and L. Sonneland, "Three-Dimensional Texture Attributes for Seismic Data Analysis," 70th Annual International Meeting, SEG Expanded Abstracts, pp. 668-671, 2000.
4. P. Bakker, L.J. Van Vliet, and P.W. Verbeek, "Edge preserving orientation adaptive filtering," Proceedings of IEEECS Conference Computer Vision and Pattern Recognition (Fort Collins, CO), IEEE Computer Society Press, Los Alamitos, Canada, pp. 535-540, 1999.
5. Y. Luo, M. Marhoon, S. Al-Dossary, and M. Alfaraj, "Edge-preserving smoothing and applications," The Leading Edge, Vol. 21, pp. 136-158, 2002.
6. J. Weickert, "Coherence-Enhancing Diffusion Filtering," International Journal of Computer Vision, Vol. 31(2/3), pp. 111-127, 1999.
7. G. Fehmers, and C. Hocker, "Fast structural interpretation with structure-oriented filtering," Geophysics, Vol. 68(4), pp. 1286-1293, 2003.
8. R. Dargent, O. Lavialle, S. Guillon, and P. Baylou, "Sector-based Diffusion Filter," Proceedings of 17th IEEE International Conference on Pattern Recognition, Cambridge, UK, pp. 679-682, 2004.
9. S. Pop, R. Terebes, M. Borda, O. Lavialle, I. Voicu, and P. Baylou, "3-D Directional Diffusion," Proceedings of international conference on "Computer as a Tool" - EUROCON, Belgrade, Serbia & Montenegro, Vol. 2, pp. 955-958, 2005.
10. O. Lavialle, S. Pop, C. Germain, M. Donias, S. Guillon, N. Keskes, and Y. Berthoumieu, "Seismic fault preserving diffusion," Journal of Applied Geophysics, Vol. 61(2), pp. 132-141, 2007.
11. J. Bigün, G.H. Granlund, and J. Viklund, "Multidimentional orientation estimation with applications to texture analysis and optical flow," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 13(8), pp. 775-790, 1991.
12. G.Z. Yang, P. Burger, D.N. Firmn, and S.R. Underwood, "Structure Adaptive Anisotropic Image Filtering," Image and Vision Computing, Vol. 14, pp. 135-145, 1996. (Pubitemid 126349523)
13. Faraklioti, M., and M. Petrou, "The Use of Structure Tensor in the Analysis of Seismic Data," in: A. Iske, and T. Randen (Eds.), Mathematical Methods and Modelling in Hydrocarbon Exploration and Production, Springer-Verlag, Berlin, Germany, pp. 47-88, 2005.
14. R. Terebes, O. Lavialle, M. Borda, and P. Baylou, "Flow Coherence Diffusion. Linear and Nonlinear Case," Lecture Notes in Computer Science, Vol. 3708, pp. 316-323, 2005.