Latest Research in Advanced Neural Network Applications

Top Research Topics in Advanced Neural Network Applications

• Advanced Neural Network Applications — 40 papers
• Computer Vision and Pattern Recognition — 30 papers
• Infrared Target Detection Methodologies — 5 papers
• UAV Applications and Optimization — 4 papers
• Video Surveillance and Tracking Methods — 3 papers
• Remote-Sensing Image Classification — 2 papers
• Infrastructure Maintenance and Monitoring — 2 papers
• Robotics and Sensor-Based Localization — 2 papers
• CCD and CMOS Imaging Sensors — 1 papers
• Vehicle License Plate Recognition — 1 papers

Highest-Cited Papers

1. An improved RT-DETR algorithm for small-object detection in UAV aerial images (1 citations)
2. Neighboring-aware optimization for end-to-end detection transformer
3. PointEvent: Rethinking Event-based Tiny Object Detection via Serialized Motion Evidence Accumulation
4. An Object Detection Method Based on Frequency-Band Enhancement and Multi-Scale Fusion
5. Deep Learning-Based Small-Object Detection in UAV Imagery: A Symmetry-Informed Review of Scale Variation and Scenario Constraints
6. Ultralytics YOLO Evolution: An Overview of YOLO27, YOLO26, YOLO11, YOLOv8, and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition
7. Semantic-Guided Enhanced UIU-Net for Infrared Small Target Detection
8. UNCERTAINTY GUIDED CLASSIFIER GATED SEGMENTATION FOR EFFICIENT CAMERA LENS DEFECT LOCALIZATION
9. Understanding Dynamic Scenes at Gigapixel Scale: Wide-Area Spatio-Temporal Perception from UAVs
10. MI-DETR: A Strong Baseline for Moving Infrared Small Target Detection with Motion Integration
11. Graph Neural Assisted Actor-Critic for Latency-Efficient Edge Vision System
12. MDF-Det: Motion-Aware Decoupling and Scene Filtering for Wide Area Small Moving Target Detection
13. PSSANet: Phase-Sensitive and Scale-Adaptive Anchor-Free framework for Geospatial object detection
14. Bridging the Scale Gap: A Multi-Scale Feature Enhancement Framework for UAV Aerial Image Object Detection
15. EECTracker: Swarm Motion Prior-Guided Feature Compensation for Airborne Optical UAV Swarm Tracking
16. What a gated sensing pipeline never looks at: bandwidth reduction and the misses behind it
17. DMAM: Dynamic Multiscale Adaptive Mechanism-Driven Remote-Sensing Target Detection Network
18. Small Object Detection in Drone Aerial Imagery with LAF-YOLOv10
19. YOLO12-MambaScan: An Efficient Object Detector with High-Frequency Enhancement and State-Space Modeling
20. BISRF-Net: A Baseline-Preserving Scale-Guided Residual Feature Routing Network for UAV-Based Inland Waterway Lock Monitoring