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
fDate :
5/1/2008 12:00:00 AM
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;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2008.916209