Universal matrix completion: applications to seismic data acquisition

TitleUniversal matrix completion: applications to seismic data acquisition
Publication TypePresentation
Year of Publication2015
AuthorsOscar Lopez, Haneet Wason, Rajiv Kumar, Felix J. Herrmann
KeywordsPresentation, SINBAD, SINBADFALL2015, SLIM

This talk discusses the potential applications of universal matrix completion for infill management and acquisition design. We consider recent developments in the theory of matrix completion that produce practical tools to quantify how successful a given sub sampling mask will be for seismic trace interpolation via nuclear norm minimization. This approach provides an on the fly infill management system as well as instruments to design acquisition schemes that favor interpolation via rank penalization techniques.

Citation Keylopez2015SINBADFumc