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Applying single-image super-resolution to enhancment of deep-water bathymetry

We present research using single-image super-resolution (SISR) algorithms to enhance knowledge of the seafloor using the 1-minute GEBCO 2014 grid when 100m grids from high-resolution sonar systems are available for training. We performed numerical experiments of x15 upscaling along three midocean ri...

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Bibliografiske detaljer
Udgivet i:Heliyon
Main Authors: Nock, Kristen, Bonanno, David, Elmore, Paul, Smith, Leslie, Ferrini, Vicki, Petry, Fred
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6820091/
https://ncbi.nlm.nih.gov/pubmed/31687485
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.heliyon.2019.e02570
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