Significant wave height prediction from X-band marine radar images using deep learning with 3D convolutions

This research introduces a deep learning method for ocean wave height estimation utilizing a Convolutional Neural Network (CNN) based on the VGGNet. The model is trained on a dataset comprising buoy wave heights and radar images, both critical for marine engineering. The dataset features X-band rada...

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Detalles Bibliográficos
Autores principales: Kwon, Ji-Woo, Chang, Won-Du, Yang, Young Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10615293/
https://www.ncbi.nlm.nih.gov/pubmed/37903150
http://dx.doi.org/10.1371/journal.pone.0292884

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10615293/
https://www.ncbi.nlm.nih.gov/pubmed/37903150
http://dx.doi.org/10.1371/journal.pone.0292884

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