Latest Research in UAV Remote Sensing Perception

Top Research Topics in UAV Remote Sensing Perception

• Advanced Neural Network Applications — 47 papers
• Computer Vision and Pattern Recognition — 35 papers
• Infrared Target Detection Methodologies — 6 papers
• Infrastructure Maintenance and Monitoring — 3 papers
• UAV Applications and Optimization — 3 papers
• Image and Video Processing — 3 papers
• Advanced Image and Video Retrieval Techniques — 2 papers
• Remote-Sensing Image Classification — 2 papers
• Visual Attention and Saliency Detection — 2 papers
• Space Satellite Systems and Control — 2 papers

Highest-Cited Papers

1. MAEF-Net: An Efficient Multi-Scale Attention-Enhanced Feature Fusion Network for Remote Sensing Object Detection
2. BMDnet: an efficient UAV small object detection model via multi-scale feature enhancement and dynamic attention
3. Can Vision Models Read the Radar Display? On the Feasibility of Radar Imagery for Air Traffic Complexity Estimation
4. Research on lightweight algorithm of UAV infrared pedestrian detection based on YOLOv11n
5. RFP-YOLO26: A Fixed Single-Cycle Feedback Feature Pyramid for Slender Obstacle Detection in Autonomous Street-Sweeping Vehicles
6. Disentangling geo-spatial features: an adaptive re-parameterization approach for oriented object detection
7. Robust object detection in optical remote sensing imagery via partial-channel self-attention and intensity-enhanced feature fusion
8. Wavelet-Enhanced Cross-Strip Network for Remote Sensing Object Detection
9. Label Refinement for Robot Vision Object Detection via Dynamic Threshold Estimation and Optimal Refinement Model Selection
10. MRU-YOLO: Marginal-Utility-Guided Selective Local Re-Observation for Small-Object Detection in UAV Imagery
11. Degraded Infrared Small Object Detection via Degradation-Adapted Physics-Guided Restoration
12. Geometry Meets Semantics: Fractional Gradient Stabilization for Semantic-Driven Bounding Box Optimization in Visual Detection Tasks
13. Freq-LoRA: Frequency-Domain Low-Rank Adaptation for Weather-Robust Aircraft Segmentation in EO Remote Sensing
14. Maturity-Gated Anti-Forgetting Sampling for Remote-Sensing Object Detection Training
15. Uncertainty-Aware Vision-Based Landing-Site Perception for Autonomous UAV Landing in Urban Environments
16. Motion-Adaptive Online Loop Closure Detection via Foundation Descriptors and Geometric Consistency
17. Wavelet packet convolutional network for low-altitude target trajectory classification
18. MF-DETR: an efficient end-to-end framework for small object detection in UAV imagery
19. MPC-DETR: A Multi-Scale Patch Context Transformer for Small Object Detection in UAV Imagery
20. Detection and Tracking of Medicanes Through DeMeTrA Self-Supervised Vision Transformer

Sub-Regions

• Computer Vision and Pattern Recognition — 42 papers
• Advanced Image and Video Retrieval Techniques — 26 papers
• Advanced Neural Network Applications — 18 papers
• Flood Risk Assessment and Management — 14 papers
• Infrared Target Detection Methodologies — 13 papers
• Remote-Sensing Image Classification — 5 papers