Physically Motivated Knowledge Distillation for Blind Geometric Correction of Side-Scan Sonar Imagery
Fuente:
arXiv
Saved in:
| Main Authors: | Lei, Can, Rajani, Hayat, Franchi, Valerio, Garcia, Rafael, Gracias, Nuno, Wang, Huigang, Qiang, Wei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Geometric Correction of Side-Scan Sonar Images with Image-Consistent Attitude Refinement
by: Lei, Can, et al.
Published: (2026)
by: Lei, Can, et al.
Published: (2026)
PhysDNet: Physics-Guided Decomposition Network of Side-Scan Sonar Imagery
by: Lei, Can, et al.
Published: (2025)
by: Lei, Can, et al.
Published: (2025)
A Geometrically Consistent Matching Framework for Side-Scan Sonar Mapping
by: Lei, Can, et al.
Published: (2025)
by: Lei, Can, et al.
Published: (2025)
Coarse-to-Fine Non-Rigid Registration for Side-Scan Sonar Mosaicking
by: Lei, Can, et al.
Published: (2025)
by: Lei, Can, et al.
Published: (2025)
Can hot water discharged from industrial processes enhance the likelihood of waterspouts?
by: Capecchi, Valerio, et al.
Published: (2026)
by: Capecchi, Valerio, et al.
Published: (2026)
Improving Typhoon Predictions by Integrating Data-Driven Machine Learning Models with Physics Models Based on the Spectral Nudging and Data Assimilation
by: Niu, Zeyi, et al.
Published: (2024)
by: Niu, Zeyi, et al.
Published: (2024)
Single Scattering Properties for an Ensemble of Randomly Oriented Convex Polyhedra in Geometrical Optics Regime
by: Mu, Quan
Published: (2026)
by: Mu, Quan
Published: (2026)
Planetary Surface Temperatures from First Principles: Geometric Insights into Energy Balance and Implications for Habitable Exoplanets
by: Roman, Sabin
Published: (2023)
by: Roman, Sabin
Published: (2023)
Machine Learning (ML)-Physics Fusion Model Outperforms Both Physics-Only and ML-Only Models in Typhoon Predictions
by: Niu, Zeyi, et al.
Published: (2025)
by: Niu, Zeyi, et al.
Published: (2025)
Physically Consistent Global Atmospheric Data Assimilation with Machine Learning in Latent Space
by: Fan, Hang, et al.
Published: (2025)
by: Fan, Hang, et al.
Published: (2025)
Corrected values of turbulence generated by general geothermal convection in deep Mediterranean waters
by: van Haren, Hans
Published: (2025)
by: van Haren, Hans
Published: (2025)
Learning Data-driven Surrogate and Correction Models for Satellite Observations in Numerical Weather Prediction
by: Buono, Gian Luca, et al.
Published: (2026)
by: Buono, Gian Luca, et al.
Published: (2026)
A Novel Dynamic Bias-Correction Framework for Hurricane Risk Assessment under Climate Change
by: Snaiki, Reda, et al.
Published: (2025)
by: Snaiki, Reda, et al.
Published: (2025)
Vertical Profile Corrected Satellite NH3 Retrievals Enable Accurate Agricultural Emission Characterization in China
by: Liu, Qiming, et al.
Published: (2025)
by: Liu, Qiming, et al.
Published: (2025)
Predicting Beyond Training Data via Extrapolation versus Translocation: AI Weather Models and Dubai's Unprecedented 2024 Rainfall
by: Sun, Y. Qiang, et al.
Published: (2025)
by: Sun, Y. Qiang, et al.
Published: (2025)
Knowledge-guided machine learning for disentangling Pacific sea surface temperature variability across timescales
by: Hall, Kyle J. C., et al.
Published: (2025)
by: Hall, Kyle J. C., et al.
Published: (2025)
Melancholia States of the Atlantic Meridional Overturning Circulation
by: Lohmann, Johannes, et al.
Published: (2024)
by: Lohmann, Johannes, et al.
Published: (2024)
Revisiting the Quasi Biennial Oscillation as Seen in ERA5.Part II: Evaluation of Waves and Wave Forcing
by: Pahlavan, Hamid A., et al.
Published: (2020)
by: Pahlavan, Hamid A., et al.
Published: (2020)
Characteristics of Gravity Waves in Opposing Phases of the QBO: A Reanalysis Perspective with ERA5
by: Pahlavan, Hamid A., et al.
Published: (2023)
by: Pahlavan, Hamid A., et al.
Published: (2023)
Nonautonomous modelling in Energy Balance Models of climate. Limitations of averaging and climate sensitivity
by: Longo, Iacopo P., et al.
Published: (2025)
by: Longo, Iacopo P., et al.
Published: (2025)
Enhanced predictions of the Madden-Julian oscillation using the FuXi-S2S machine learning model: Insights into physical mechanisms
by: Cao, Can, et al.
Published: (2025)
by: Cao, Can, et al.
Published: (2025)
Physics of an AMOC Overshoot in a Box Model
by: Soons, Jelle, et al.
Published: (2025)
by: Soons, Jelle, et al.
Published: (2025)
A deep-learning model for predicting daily PM2.5 concentration in response to emission reduction
by: Liu, Shigan, et al.
Published: (2025)
by: Liu, Shigan, et al.
Published: (2025)
A New Explanation of the Mechanism of Hadley Circulation
by: Huang, Wei
Published: (2023)
by: Huang, Wei
Published: (2023)
Simulating Nighttime Visible Satellite Imagery of Tropical Cyclones Using Conditional Generative Adversarial Networks
by: Yao, Jinghuai, et al.
Published: (2024)
by: Yao, Jinghuai, et al.
Published: (2024)
Site-Specific Parameterization of Ocean Spectra for Power Estimates of Wave Energy Converters
by: Ramirez, Rafael Baez, et al.
Published: (2025)
by: Ramirez, Rafael Baez, et al.
Published: (2025)
Data-driven Urban Surface Classification Elucidates Global City Heterogeneity
by: Chen, Yiheng, et al.
Published: (2026)
by: Chen, Yiheng, et al.
Published: (2026)
A Framework for Hybrid Physics-AI Coupled Ocean Models
by: Zanna, Laure, et al.
Published: (2025)
by: Zanna, Laure, et al.
Published: (2025)
Physics captured by data-based methods in El Niño prediction
by: Lancia, G., et al.
Published: (2022)
by: Lancia, G., et al.
Published: (2022)
Multi-scale assessment of high-resolution reanalysis precipitation fields over Italy
by: Cavalleri, Francesco, et al.
Published: (2024)
by: Cavalleri, Francesco, et al.
Published: (2024)
A Multi-Physics Eulerian Framework for Long-Term Contrail Evolution
by: Jafarimoghaddam, Amin, et al.
Published: (2025)
by: Jafarimoghaddam, Amin, et al.
Published: (2025)
Modeling Snow on Sea Ice using Physics Guided Machine Learning
by: Prasad, Ayush, et al.
Published: (2024)
by: Prasad, Ayush, et al.
Published: (2024)
Review on the Role of GNSS Meteorology in Monitoring Water Vapor for Atmospheric Physics
by: Vaquero-Martinez, Javier, et al.
Published: (2024)
by: Vaquero-Martinez, Javier, et al.
Published: (2024)
WP-MIP: An Artificial Intelligence, Hybrid and Physically Based Model Intercomparison Project for Weather Prediction
by: McTaggart-Cowan, Ron, et al.
Published: (2026)
by: McTaggart-Cowan, Ron, et al.
Published: (2026)
ML-Physical Fusion Models Are Accelerating the Paradigm Shift in Operational Typhoon Forecasting
by: Niu, Zeyi
Published: (2025)
by: Niu, Zeyi
Published: (2025)
The Physical Limit of Neural Hypoxia Detection in the Black Sea from Satellite Observations
by: Mangeleer, Victor, et al.
Published: (2026)
by: Mangeleer, Victor, et al.
Published: (2026)
Geometric approaches to Lagrangian averaging
by: Gilbert, Andrew D., et al.
Published: (2024)
by: Gilbert, Andrew D., et al.
Published: (2024)
Accurate Zernike-Corrected Phase Screens for Arbitrary Power Spectra
by: Bachmann, David, et al.
Published: (2024)
by: Bachmann, David, et al.
Published: (2024)
Diffusion-based Probabilistic Air Quality Forecasting with Mechanistic Insight
by: Ding, Ao, et al.
Published: (2026)
by: Ding, Ao, et al.
Published: (2026)
Multi-Fidelity Emulation of Atmospheric Correction Coefficients with Physics-Guided Kolmogorov-Arnold Networks
by: Mazid, Md Abdullah Al, et al.
Published: (2026)
by: Mazid, Md Abdullah Al, et al.
Published: (2026)
Similar Items
-
Geometric Correction of Side-Scan Sonar Images with Image-Consistent Attitude Refinement
by: Lei, Can, et al.
Published: (2026) -
PhysDNet: Physics-Guided Decomposition Network of Side-Scan Sonar Imagery
by: Lei, Can, et al.
Published: (2025) -
A Geometrically Consistent Matching Framework for Side-Scan Sonar Mapping
by: Lei, Can, et al.
Published: (2025) -
Coarse-to-Fine Non-Rigid Registration for Side-Scan Sonar Mosaicking
by: Lei, Can, et al.
Published: (2025) -
Can hot water discharged from industrial processes enhance the likelihood of waterspouts?
by: Capecchi, Valerio, et al.
Published: (2026)