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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2023
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| Materias: | |
| 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 |