A data driven method for multi-step prediction of ship roll motion in high sea states

D Zhang, X Zhou, ZH Wang, Y Peng, SR Xie - Ocean Engineering, 2023 - Elsevier
Ship roll motion in high sea states has large amplitudes and nonlinear dynamics, and its
prediction is significant for operability, safety, and survivability. This paper presents a novel …

A physics-driven CNN model for real-time sea waves 3D reconstruction

M Pistellato, F Bergamasco, A Torsello, F Barbariol… - Remote Sensing, 2021 - mdpi.com
One of the most promising techniques for the analysis of Spatio-Temporal ocean wave fields
is stereo vision. Indeed, the reconstruction accuracy and resolution typically outperform …

Experimental investigation on three-dimensional structures of wind wave surfaces

J Liu, A Guo, H Li - Ocean Engineering, 2022 - Elsevier
This study experimentally investigated the three-dimensional features of wind wave surfaces
in a laboratory. Free surfaces of wind waves under five types of wind velocities at four wind …

[HTML][HTML] Nearshore space-time ocean wave observation using low-cost video cameras

M Vieira, CG Soares, PV Guimarães, F Bergamasco… - Coastal …, 2024 - Elsevier
A low-cost stereo vision technique is presented to estimate the ocean wave field in space
and time. The method costs only about 1% of traditional instruments for wave measurements …

From points to waves: Fast ocean wave spatial–temporal fields estimation using ensemble transform Kalman filter with optical measurement

F Wang, Q Zhu, C Cai, X Wang, R Qiao - Coastal Engineering, 2025 - Elsevier
Accurate spatial–temporal wave measurement is vital for ocean engineering applications.
Although stereo vision shows great potential in this field, performing dense reconstruction …

Observations of wave run-up affected by dune scarp during storm conditions: a two dimensional large-scaled movable bed experiment

E Lee, H Van Dang, S Shin, J Yoo… - Frontiers in Marine Science, 2024 - frontiersin.org
Artificial dunes serve as essential nature-based defenses against the increasing threats
posed by climate change and rising sea levels along coastal regions. However, these man …

Directional characteristics of spatially evolving young waves under steady wind

K Kumar, S Kumar Singh, L Shemer - Physical Review Fluids, 2022 - APS
Synchronous single point measurements of the instantaneous surface elevation and of two
components of the surface slope in a wind-wave tank are carried out using a high-speed …

Pre-computation of image features for the classification of dynamic properties in breaking waves

R Smith, F Dias, G Facciolo… - European Journal of …, 2023 - Taylor & Francis
The use of convolutional neural networks (CNNs) in image classification has become the
standard method of approaching many computer vision problems. Here we apply pre …

Estimation of peak wave period from surface texture motion in videos

H Yu, X Chu, G Yuan - Acta Oceanologica Sinica, 2024 - Springer
Wave information retrieval from videos captured by a single camera has been increasingly
applied in marine observation. However, when the camera observes ocean waves at low …

[PDF][PDF] 基于掩模和自监督学习的海浪三维重建

黄军杰, 徐锋, 罗亮, 陈天宝 - Laser & Optoelectronics Progress, 2024 - researching.cn
摘要快速, 准确的海浪三维重建结果对于海洋工程研究具有重要意义. 针对传统海浪三维重建
算法处理效率低以及生成点云中孔洞较多影响精度的问题, 提出一种结合视差掩模和自监督学习 …