Wave Height and Period Estimation from X-Band Marine Radar Images Using Convolutional Neural Network

Wave Height and Period Estimation from X-Band Marine Radar Images Using Convolutional Neural Network

In this study, a deep learning network for extracting spatial-temporal features is proposed to estimate significant wave height (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mrow><...

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Bibliographic Details
Main Authors: Shaoyan Zuo, Dazhi Wang, Xiao Wang, Liujia Suo, Shuaiwu Liu, Yongqing Zhao, Dewang Liu
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Journal of Marine Science and Engineering
Subjects:
significant wave height
wave period
X-band marine radar
convolutional neural network
self-attention
Online Access:https://www.mdpi.com/2077-1312/12/2/311

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https://www.mdpi.com/2077-1312/12/2/311

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