Spatial Wave Measurement Based on U-net Convolutional Neural Network in Large Wave Flume

Spatial Wave Measurement Based on U-net Convolutional Neural Network in Large Wave Flume

This study proposed a spatial wave measurement method based on a U-net convolutional neural network. First, frame images are extracted from a video collected by a physical model experiment, and a dataset of spatial wave measurements is created and extended using a data enhancement method. A U-net co...

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Bibliographic Details
Main Authors: Jiangnan Chen, Yuanye Hu, Songgui Chen, Zhiwei Ren, Taro Arikawa
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Water
Subjects:
U-net convolutional neural network
spatial wave measurement
image segmentation
nonlinear characteristic quantity
statistical assessment
Online Access:https://www.mdpi.com/2073-4441/15/4/647

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https://www.mdpi.com/2073-4441/15/4/647

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