Latest Research in Image Enhancement Techniques

Top Research Topics in Image Enhancement Techniques

• Image Enhancement Techniques — 17 papers
• Computer Vision and Pattern Recognition — 15 papers
• Advanced Neural Network Applications — 10 papers
• Synthetic Aperture Radar (SAR) Applications and Techniques — 7 papers
• Advanced SAR Imaging Techniques — 4 papers
• Underwater Vehicles and Communication Systems — 3 papers
• Robotics — 3 papers
• Maritime Navigation and Safety — 3 papers
• Image and Video Processing — 2 papers
• Advanced Image Processing Techniques — 2 papers

Highest-Cited Papers

1. A Comparison of Data Augmentation Methods for Training Deep Neural Networks on Synthetic Aperture Sonar
2. Cross-Modal Offshore Platform Detection Method via Domain-Invariant Feature Learning
3. SC-Match: Scale-Space Matching with Context Consistency for Side-Scan Sonar Mapping
4. Semi-Supervised Structural Prior-Guided Network for Space Target Component Segmentation in ISAR Images
5. A Resource-Efficient Framework for Degraded Underwater Image Object Detection
6. A Quad-Polarimetric SAR image reconstruction network and wetland classification fusing optical texture and polarization information
7. Direction-adaptive Mamba: Spatial-Frequency Dual-Domain Collaborative Learning for PolSAR Image Classification
8. A Semi-supervised Physics-Aware Triple-Stream Underwater Image Enhancement Network
9. WGDnet: Wishart-guided Geometric-aware Deep Network for PolSAR Image Classification
10. SGDC-UIE: A Semantic Guidance Network with Degradation Consistency for Underwater Image Enhancement
11. A lightweight underwater biological object detector with enhanced cross-scale feature interaction
12. CD-TrGNN: A Complex-Domain Transformer–Graph Neural Network for ISAR Space Target Attitude Estimation
13. An Improved Recognition Technique for Ship Targets Based on Dual-Path Cooperative Fusion Mechanism
14. A Rule-based Optimized Mathematical Framework for High-fidelity Aerial Image Restoration
15. DY-LUT: Depth-Aware YCbCr Lookup Tables for Real-Time Underwater Image Enhancement
16. CLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancement
17. Enhanced DUSt3R for Underwater 3D Reconstruction in Shallow Water Environments
18. Improved YOLO for Underwater Small Target Detection with New Detector Head and Attention Mechanism
19. Complementary Usage of RTI and SfM-MVS for Inspecting Reflective Weld Seams under Water
20. Recent advancements in underwater object detection with YOLOv8-YOLOv12: a structured review