Latest Research in Underwater and SAR Imaging

Top Research Topics in Underwater and SAR Imaging

• Image Enhancement Techniques — 15 papers
• Computer Vision and Pattern Recognition — 15 papers
• Advanced Neural Network Applications — 13 papers
• Advanced SAR Imaging Techniques — 8 papers
• Synthetic Aperture Radar (SAR) Applications and Techniques — 5 papers
• Image and Video Processing — 5 papers
• Underwater Acoustics Research — 3 papers
• Infrared Target Detection Methodologies — 2 papers
• Underwater Vehicles and Communication Systems — 2 papers
• Oil Spill Detection and Mitigation — 2 papers

Highest-Cited Papers

1. A physical Scattering-Guided Prior-Enhanced Mamba model for high-fidelity SAR ship generation in complex backgrounds
2. Structure-Driven Feature Modeling for Robust Fish Detection in Complex Underwater Environments
3. ARMOR: Robust and Efficient CNN-Based S AR ATR through Mo del-Ha r dware Co-Design
4. Underwater image enhancement using virtual optical lens modelling and pyramid transformer network with enhanced haze optimization
5. AOPQ-Net Acoustic–Optical Proposal Query Network for Underwater Multimodal Object Detection
6. VLMs Win a Systematic Evaluation of Underwater Image Reconstruction
7. $π$-SUB: A Physics-Informed Synthetic Underwater Benchmark Dataset for Underwater Image Enhancement
8. MambaUNet: An Efficient U-Shaped State-Space Network for Underwater Image Enhancement
9. Airborne Streak Tube Imaging LiDAR-Based Effective Reconstruction of Urban Water Areas
10. Robust Image Processing Techniques for Construction Environment Monitoring Using Underwater Robots
11. Adaptive Spatial–Frequency Information Fusion for SAR Ship Detection
12. Deep Learning based Detection of Fishing Vessels and Fishing Monitoring using Nightlight Images
13. CoRe-UIE: Rethinking Coexisting and Region-wise Degradation for Underwater Image Enhancement
14. Prototype-Driven Semantic Tree with Bimodal Embedding Space for Zero-Shot SAR Ship Recognition
15. Degradation-Guided Underwater Image Restoration with Task-Oriented Latent Control
16. SCTD 3.0: Sonar Common Target Detection in the Wild - A Large-Scale, Multi-Scene Dataset from Real Marine Surveys
17. AQUA20: A Benchmark Dataset for Underwater Species Classification under Challenging Conditions
18. Shape-Prior Dynamic Refinement Network with Diffusion Wavelets for Fine-Grained Ship Detection in Remote Sensing Images
19. IceHorizon: A Dataset for Horizon Detection in Ice-Covered Maritime Environments and Comparative Evaluation of Detection Methods
20. Lightweight Bayesian SAR Image Object Detection and Recognition Method Based on Heavy-Tail Prior and Variational Inference

Sub-Regions

• Advanced Neural Network Applications — 31 papers
• Image Enhancement Techniques — 28 papers
• Underwater Acoustics Research — 12 papers
• Advanced SAR Imaging Techniques — 9 papers
• Water Quality Monitoring Technologies — 7 papers
• Computer Vision and Pattern Recognition — 4 papers