Seismic trace interpolation with approximate message passing
| Title | Seismic trace interpolation with approximate message passing |
| Publication Type | Conference |
| Year of Publication | 2014 |
| Authors | Navid Ghadermarzy, Ozgur Yilmaz, Felix J. Herrmann |
| Conference Name | SEG Technical Program Expanded Abstracts |
| Month | 10 |
| Keywords | AMP, interpolation, SEG |
| Abstract | Approximate message passing (AMP) is a computationally effective algorithm for recovering high dimensional signals from a few compressed measurements. In this paper we use AMP to solve the seismic trace interpolation problem. We also show that we can exploit the fast AMP algorithm to improve the recovery results of seismic trace interpolation in curvelet domain, both in terms of convergence speed and recovery performance by using AMP in Fourier domain as a preprocessor for the L1 recovery in Curvelet domain. |
| Notes | (SEG) |
| URL | https://slim.gatech.edu/Publications/Public/Conferences/SEG/2014/ghadermarzy2014SEGsti/ghadermarzy2014SEGsti.html |
| DOI | 10.1190/segam2014-0577.1 |
| Presentation | |
| Citation Key | ghadermarzy2014SEGsti |