DocumentCode
1132228
Title
A PDE-Based Approach to Three-Dimensional Seismic Data Fusion
Author
Pop, Sorin ; Lavialle, Olivier ; Donias, Marc ; Terebes, Romulus ; Borda, Monica ; Guillon, Sebastien ; Keskes, Noomane
Author_Institution
Univ. of Bordeaux 1, Talence
Volume
46
Issue
5
fYear
2008
fDate
5/1/2008 12:00:00 AM
Firstpage
1385
Lastpage
1393
Abstract
We present a new method for the denoising and fusion, which is dedicated to multiazimuth seismic data. We propose to combine low-level fusion and diffusion processes through the use of a unique model based on partial differential equations. The denoising process is driven by the seismic fault preserving diffusion equation. Meanwhile, relevant information (as seismic faults) is injected in the fused 3-D images by an inverse diffusion process. One of the advantages of such an original approach is to improve the quality of the results in case of noisy inputs, which are frequently occurring in seismic unprocessed data. Some examples on synthetic and real seismic data will demonstrate the efficiency of our method.
Keywords
faulting; geophysical techniques; image denoising; image fusion; seismology; 3D images fusion; 3D seismic data fusion; denoising process; diffusion equation; inverse diffusion process; noisy inputs; partial differential equations; seismic fault; seismic unprocessed data; synthetic data; Acoustic reflection; Azimuth; Diffusion processes; Geology; Helium; Image fusion; Impedance; Noise reduction; Partial differential equations; Pixel; Diffusion; fusion; multiazimuth (MAZ) acquisition; partial differential equation (PDE); seismic;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing, IEEE Transactions on
Publisher
ieee
ISSN
0196-2892
Type
jour
DOI
10.1109/TGRS.2008.916209
Filename
4490065
Link To Document