Latest Research in Advanced Image Fusion Techniques

40 research papers · 2026 median publication year

Top Research Topics in Advanced Image Fusion Techniques

Highest-Cited Papers

  1. Perception and decision optimization of basketball robot based on YOLOv5 and LiDAR fusion
  2. Generalizable Vision-Based Framework for Vehicle Trajectory Estimation and Conflict Analysis at Intersections
  3. Beyond Direct Sensing: Harnessing Indirect Observations from Third-Party Sensors in Vehicle Tracking
  4. EPOFusion: Exposure aware Progressive Optimization Method for Infrared and Visible Image Fusion
  5. Region-scale saliency transition network for RGB-D salient object detection
  6. Motion‐Aware Cross‐Modal Modulation for Audiovisual Saliency Prediction
  7. Boundary-Guided Dual-Perspective Cross-Modal Fusion Network for RGB-IR Object Detection
  8. GRACE: Geometry- and Ray-Aware Camera-Efficient Multi-View Pedestrian Tracking
  9. Box-aware feedback with structured attention for HOI detection
  10. Cross-Conditioned Spectral Diffusion Fusion for Symmetry-Aware Mirror Segmentation
  11. On the Assessment of Sensitivity of Autonomous Vehicle Perception
  12. Pedestrian Crossing Intent Classification From Event-Based Vision Using Convolutional Spiking Neural Networks With Temporal Augmentation
  13. RoES: Rotational Equivariant Selective-frequency Fusion for Multimodal Images
  14. LG-PF: Lightweight Confidence-Guided Polarization Image Fusion
  15. RA-SOD: Reliability-Aware RGB-T Salient Object Detection under Modality Degradation
  16. ROSE: Roadside Oversight-Guided Scenario Enhancement with Self-Supervised Coupling for multi-modal Perception
  17. Dual-Correlation Hypergraph Network for Unaligned RGBT Video Object Detection and A Large-scale Benchmark
  18. Edge aware detail enhanced pedestrian detection network
  19. ContextFireAgent: A Multi-Role Consensus Agent for RGB Wildfire Monitoring
  20. Local Variance-Guided Adaptive Infrared–Thermal Sensor Fusion Framework for Human Target Detection in Smoke-Filled Firefighting Environments
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L3 Region - - 2026 Sep Q3

Advanced Image Fusion Techniques

40 papers

Top Topics (10)

Computer Vision and Pattern Recognition16
Advanced Neural Network Applications6
Advanced Image Fusion Techniques4
Autonomous Vehicle Technology and Safety2
Fire Detection and Safety Systems2
Video Surveillance and Tracking Methods2
Advanced Technologies in Various Fields1
Signal Processing1
Visual Attention and Saliency Detection1
Multisensory perception and integration1

Top Publications (20)

1.Perception and decision optimization of basketball robot based on YOLOv5 and LiDAR fusion2.Generalizable Vision-Based Framework for Vehicle Trajectory Estimation and Conflict Analysis at Intersections3.Beyond Direct Sensing: Harnessing Indirect Observations from Third-Party Sensors in Vehicle Tracking4.EPOFusion: Exposure aware Progressive Optimization Method for Infrared and Visible Image Fusion5.Region-scale saliency transition network for RGB-D salient object detection6.Motion‐Aware Cross‐Modal Modulation for Audiovisual Saliency Prediction7.Boundary-Guided Dual-Perspective Cross-Modal Fusion Network for RGB-IR Object Detection8.GRACE: Geometry- and Ray-Aware Camera-Efficient Multi-View Pedestrian Tracking9.Box-aware feedback with structured attention for HOI detection10.Cross-Conditioned Spectral Diffusion Fusion for Symmetry-Aware Mirror Segmentation11.On the Assessment of Sensitivity of Autonomous Vehicle Perception12.Pedestrian Crossing Intent Classification From Event-Based Vision Using Convolutional Spiking Neural Networks With Temporal Augmentation13.RoES: Rotational Equivariant Selective-frequency Fusion for Multimodal Images14.LG-PF: Lightweight Confidence-Guided Polarization Image Fusion15.RA-SOD: Reliability-Aware RGB-T Salient Object Detection under Modality Degradation16.ROSE: Roadside Oversight-Guided Scenario Enhancement with Self-Supervised Coupling for multi-modal Perception17.Dual-Correlation Hypergraph Network for Unaligned RGBT Video Object Detection and A Large-scale Benchmark18.Edge aware detail enhanced pedestrian detection network19.ContextFireAgent: A Multi-Role Consensus Agent for RGB Wildfire Monitoring20.Local Variance-Guided Adaptive Infrared–Thermal Sensor Fusion Framework for Human Target Detection in Smoke-Filled Firefighting Environments
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