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Proceedings Paper

Super resolution of time-lapse seismic images
Author(s): Sergio E. Zarantonello; Bonnie Smithson; Youli Quan
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Paper Abstract

We present results of an on-going project to assess the applicability in reflection seismology of emerging super resolution techniques pioneered in digital photography. Our approach involves: (1) construction of a forward model connecting low resolution seismic images to high resolution ones, and (2) solution of a Tikhonov-regularized ill conditioned optimization problem to construct a high resolution image from several lower resolution counterparts; the high and low resolution images derived, respectively, from dense and sparse seismic surveys.

Paper Details

Date Published: 3 June 2011
PDF: 9 pages
Proc. SPIE 8056, Visual Information Processing XX, 80560C (3 June 2011); doi: 10.1117/12.883629
Show Author Affiliations
Sergio E. Zarantonello, Algorithmica LLC (United States)
Santa Clara Univ. (United States)
Bonnie Smithson, Santa Clara Univ. (United States)
Youli Quan, Stanford Univ. (United States)


Published in SPIE Proceedings Vol. 8056:
Visual Information Processing XX
Zia-ur Rahman; Stephen E. Reichenbach; Mark Allen Neifeld, Editor(s)

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