3 June 2011 Super resolution of time-lapse seismic images
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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.
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Sergio E. Zarantonello, Bonnie Smithson, Youli Quan, "Super resolution of time-lapse seismic images", Proc. SPIE 8056, Visual Information Processing XX, 80560C (3 June 2011); doi: 10.1117/12.883629; https://doi.org/10.1117/12.883629
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