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Significant Wave Height Estimation from Great Lakes Camera Images Using Joint Contrastive Regularization and Label Distribution Smoothing

https://doi.org/10.2139/ssrn.7455170
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Sea state from ocean video with singular spectrum analysis and extended Kalman filter
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WASS: An open-source pipeline for 3D stereo reconstruction of ocean waves
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Offshore stereo measurements of gravity waves
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Optical wave gauging using deep neural networks
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Nearshore space-time ocean wave observation using low-cost video cameras
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Wave height measurement scheme using wave detector based on convolutional neural network and PPM calculator with ocean wave images
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Real-time significant wave height estimation from raw ocean images based on 2D and 3D deep neural networks
inferredcites →https://doi.org/10.1016/j.rser.2018.04.112openalex-snapshot
Application of numerical wave models at European coastlines: A review
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Wind and waves in extreme hurricanes
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On the nonlinear mapping of an ocean wave spectrum into a synthetic aperture radar image spectrum and its inversion
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A third‐generation wave model for coastal regions: 1. Model description and validation
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Deep learning
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Extraction of ocean wave parameters from video images
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SAR-ocean wave inversion using image cross spectra
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Long-Term Automated Monitoring of Nearshore Wave Height From Digital Video
inferredcites →https://doi.org/10.1109/tgrs.2014.2356331openalex-snapshot
Validation of Significant Wave Height From Improved Satellite Altimetry in the German Bight
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Textural Features for Image Classification
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Optuna
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Stratified Sampling-Based Deep Learning Approach to Increase Prediction Accuracy of Unbalanced Dataset
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Image Sensors for Wave Monitoring in Shore Protection: Characterization through a Machine Learning Algorithm
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Accuracy of numerical wave model results: application to the Atlantic coasts of Europe
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