Latest Research in Computer Vision and Pattern Recognition

41 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. Enhancing underwater image clarity: a multi-branch network with commonality-specificity fusion
  2. Towards Scaling Marine Perception with Synthetic Data
  3. UWA360CAM: A 360$^{\circ}$ 24/7 Real-Time Streaming Camera System for Underwater Applications
  4. GeoCueFormer: Geometry-Guided Wavelet Representation and Prediction-Cued Dual-Stage Decoder for Underwater Semantic Segmentation
  5. Geometry beneath the Waves: Dense Priors for Sparse-View Underwater 3D Gaussian Splatting
  6. DRT&R: Direct Radar Teach & Repeat
  7. Scene-aware robust fusion of side-ranging and forward-looking sonars for AUV perception in water-conveyance tunnels
  8. UniqueShip: Mitigating Data Leakage in Acoustic Ship Classification Benchmark Datasets
  9. AquaBEV: Monocular Underwater BEV Occupancy with 3D Sonar Supervision
  10. Quantum-Gated LiteSSD: A Parameter-Efficient Lightweight Hybrid Quantum-Classical Framework for Forward-Looking Sonar Object Detection
  11. Physics-guided underwater image enhancement via multimodal spatial distance-decay constraint
  12. ROVR-Open-Dataset: A Large-Scale Depth Dataset for Autonomous Driving
  13. Transmission and depth estimation for physics-based underwater image enhancement
  14. Underwater Image Enhancement via Multiple-Enhanced-Layers Fusion and Transmission-Driven Color Restoration
  15. One Model, Two Worlds: Bidirectional Sonar-Optical Translation
  16. Adapting Vision Foundation Models to Acoustics for Pose-Free 3D Sonar Reconstruction
  17. RQUL-UIE: Revitalizing Quality-Unstable Labels for Underwater Image Enhancement via In-Dataset Self-Supervision
  18. Bridging the turbidity gap with synthetic data
  19. Mask-guided region-aware underwater image enhancement Mamba network
  20. Reliability-Guided RGB-D Sensor Fusion for Glare-Resilient Navigation Costmaps
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L3 Region - - 2026 Sep Q3

Computer Vision and Pattern Recognition

41 papers

Top Topics (10)

Computer Vision and Pattern Recognition16
Image Enhancement Techniques10
Robotics5
Underwater Acoustics Research3
Underwater Vehicles and Communication Systems1
Sound1
Gait Recognition and Analysis1
Advanced Neural Network Applications1
Advanced Image Processing Techniques1
Marine animal studies overview1

Top Publications (20)

1.Enhancing underwater image clarity: a multi-branch network with commonality-specificity fusion2.Towards Scaling Marine Perception with Synthetic Data3.UWA360CAM: A 360$^{\circ}$ 24/7 Real-Time Streaming Camera System for Underwater Applications4.GeoCueFormer: Geometry-Guided Wavelet Representation and Prediction-Cued Dual-Stage Decoder for Underwater Semantic Segmentation5.Geometry beneath the Waves: Dense Priors for Sparse-View Underwater 3D Gaussian Splatting6.DRT&R: Direct Radar Teach & Repeat7.Scene-aware robust fusion of side-ranging and forward-looking sonars for AUV perception in water-conveyance tunnels8.UniqueShip: Mitigating Data Leakage in Acoustic Ship Classification Benchmark Datasets9.AquaBEV: Monocular Underwater BEV Occupancy with 3D Sonar Supervision10.Quantum-Gated LiteSSD: A Parameter-Efficient Lightweight Hybrid Quantum-Classical Framework for Forward-Looking Sonar Object Detection11.Physics-guided underwater image enhancement via multimodal spatial distance-decay constraint12.ROVR-Open-Dataset: A Large-Scale Depth Dataset for Autonomous Driving13.Transmission and depth estimation for physics-based underwater image enhancement14.Underwater Image Enhancement via Multiple-Enhanced-Layers Fusion and Transmission-Driven Color Restoration15.One Model, Two Worlds: Bidirectional Sonar-Optical Translation16.Adapting Vision Foundation Models to Acoustics for Pose-Free 3D Sonar Reconstruction17.RQUL-UIE: Revitalizing Quality-Unstable Labels for Underwater Image Enhancement via In-Dataset Self-Supervision18.Bridging the turbidity gap with synthetic data19.Mask-guided region-aware underwater image enhancement Mamba network20.Reliability-Guided RGB-D Sensor Fusion for Glare-Resilient Navigation Costmaps
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