Deterministic matrix completion: applications to seismic trace interpolation

TitleDeterministic matrix completion: applications to seismic trace interpolation
Publication TypeSINBAD Presentation
AuthorsOscar Lopez, Felix J. Herrmann
PublisherSINBAD
Year of Publication2015
Abstract

This talk discusses recent developments in the theory of matrix completion that allow us to analyze how successful a given sub sampling scheme will be for seismic trace interpolation via nuclear norm minimization. By adopting a graph theory perspective, we utilize the spectral gap of our sampling operator as a means to quantify our acquisition design. This approach offers a heuristic technique that is practical and with the potential to achieve trace interpolation via rank penalization in a deterministic manner.

KeywordsPresentation, private, SINBAD, SINBADSPRING2015, SLIM
URLhttps://slim.gatech.edu/Publications/Private/Conferences/SINBAD/2015/Spring/lopez2015SINBADdmc/lopez2015SINBADdmc.pdf
Citation Keylopez2015SINBADdmc