Applying single-image super-resolution for the enhancement of deep-water bathymetry

Applying single-image super-resolution for the enhancement 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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Bibliographic Details
Main Authors: Kristen Nock, David Bonanno, Paul Elmore, Leslie Smith, Vicki Ferrini, Fred Petry
Format: Article
Language:English
Published: Elsevier 2019-10-01
Series:Heliyon
Subjects:
Computer science
Earth sciences
Single-image super-resolution
Upscaling
Bathymetry
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844019362309

Internet

http://www.sciencedirect.com/science/article/pii/S2405844019362309

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