Universal matrix completion: applications to seismic data acquisition
| Title | Universal matrix completion: applications to seismic data acquisition |
| Publication Type | Presentation |
| Year of Publication | 2015 |
| Authors | Oscar Lopez, Haneet Wason, Rajiv Kumar, Felix J. Herrmann |
| Keywords | Presentation, SINBAD, SINBADFALL2015, SLIM |
| Abstract | 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. |
| URL | https://slim.gatech.edu/Publications/Public/Conferences/SINBAD/2015/Fall/lopez2015SINBADFumc/lopez2015SINBADFumc.pdf |
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| Citation Key | lopez2015SINBADFumc |