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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Detalles Bibliográficos
Autores principales: Nock, Kristen, Bonanno, David, Elmore, Paul, Smith, Leslie, Ferrini, Vicki, Petry, Fred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820091/
https://www.ncbi.nlm.nih.gov/pubmed/31687485
http://dx.doi.org/10.1016/j.heliyon.2019.e02570

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820091/
https://www.ncbi.nlm.nih.gov/pubmed/31687485
http://dx.doi.org/10.1016/j.heliyon.2019.e02570

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