Real-time significant wave height estimation from raw ocean images based on 2D and 3D deep neural networks

Keyphrases

• Image-based 100%
• Height Estimation 100%
• Significant Wave Height 100%
• 3D Deep Neural Network 100%
• Ocean Scenes 100%
• Classification Model 40%
• Regression Model 40%
• Convolutional Neural Network 40%
• Ocean Conditions 40%
• Mean Squared Error 20%
• Neural Network 20%
• Performance Improvement 20%
• National Database 20%
• Improvement Methods 20%
• Sailing 20%
• Fuel Cost 20%
• Network Approach 20%
• Neural Network Classifier 20%
• Neural Network Structure 20%
• Spatio-temporal Features 20%
• Deep Neural Network 20%
• Proposal Classification 20%
• Image Time Series 20%
• Wave Height 20%
• Container Ship 20%
• Data Buoy 20%
• Convolutional Long Short-term Memory (ConvLSTM) 20%
• Sail 20%

Engineering

• Significant Wave Height 100%
• Deep Neural Network 100%
• Convolutional Neural Network 50%
• Mean-Squared-Error 25%
• Experimental Result 25%
• Captured Image 25%
• Performance Improvement 25%
• Fuel Cost 25%
• Wave Height 25%
• Container Ship 25%
• Long Short-Term Memory 25%

Earth and Planetary Sciences

• Expenditure 25%