"This year's Annual

Meeting will give

attendees...a high-

quality Technical Program

with more posters."

-Annual Meeting General Chairman, Ken Helm

 

 

W-3 Compressive Sensing and Computation

Date: Thursday, 22 September
Time: 1:30 p.m.-5 p.m.
Henry B. Gonzalez Convention Center, Room 214 B
Organizers:  Dave Wilkinson, Matthias Imhof, Felix Herrmann, and Bob Clapp
Through the support of the SEG Research Committee

Description:

Seismic exploration relies on the collection of massive amounts of data which are mined for information during processing. While this approach has, historically, been extremely successful, increasing pressure to explore in more and more complicated regions of the Earth, coupled with the advent of wide azimuth seismic, has led to the acquisition and processing of larger and larger data volumes. Further, as the volume of data collected has grown, so have the costs associated with it. These costs are exacerbated by Nyquist's sampling criterion, which disproportionately strains current acquisition and processing systems as the size and desired resolution of our survey areas continues to increase.

Compressive sensing offers an alternative sampling strategy, one that leverages recent developments in sparsifying transforms and convex optimization. This approach opens a concrete perspective towards a new technology where acquisition and processing costs are no longer inflated by an overly stringent sampling criterion.

During this workshop, we will attempt to give a comprehensive overview of several different aspects of Compressive Sensing. In addition to a series of introductory talks on the basics of Compressive Sensing, we will review the application of this technology to seismic-data regularization, efficient forward modeling and dimensionality reduced full-waveform inversion.

Schedule:

1:30 pm: Popular Overview of CSCS—Ozgur Yilmaz, UBC
1:55 pm: Convex Optimization and its Application in CS—Michael Friedlander, UBC
2:20 pm: Coil sampling—Nick Moldoveanu, WesternGeco
2:45 pm: CS in FWI—Felix J. Herrmann, UBC
3:10 pm: The Application of Random Projection to Seismic Inversion—Joseph Young, Sandia National Lab
3:35 pm: Compressed Sensing for Time-Lapse Imaging—Sergio E. Zarantonello, Algorithmica LLC
4:00 pm:  Data and model compression/reduction for seismic full-waveform inversion and CSEM inversion applications—Aria Abubakar, Schlumberger-Doll Research
4.25 pm: CS beyond geophysics—Gilles Hennenfent, Chevron

 

Back to Technical Programs Workshops menu

Register Today!