Automated classification of three-dimensional reconstructions of coral reefs using convolutional neural networks

Coral reefs are biologically diverse and structurally complex ecosystems, which have been severally affected by human actions. Consequently, there is a need for rapid ecological assessment of coral reefs, but current approaches require time consuming manual analysis, either during a dive survey or o...

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Udgivet i:PLoS One
Main Authors: Hopkinson, Brian M., King, Andrew C., Owen, Daniel P., Johnson-Roberson, Matthew, Long, Matthew H., Bhandarkar, Suchendra M.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2020
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7093084/
https://ncbi.nlm.nih.gov/pubmed/32208447
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0230671
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