Latest Research in Advanced Neural Network Applications

Top Research Topics in Advanced Neural Network Applications

• Advanced Neural Network Applications — 10 papers
• Computer Vision and Pattern Recognition — 2 papers
• AI and Multimedia in Education — 1 papers
• Advanced SAR Imaging Techniques — 1 papers
• Remote-Sensing Image Classification — 1 papers
• UAV Applications and Optimization — 1 papers
• Image and Video Processing — 1 papers
• Optical Polarization and Ellipsometry — 1 papers

Highest-Cited Papers

1. MAEF-Net: An Efficient Multi-Scale Attention-Enhanced Feature Fusion Network for Remote Sensing Object Detection
2. Research on lightweight algorithm of UAV infrared pedestrian detection based on YOLOv11n
3. MRU-YOLO: Marginal-Utility-Guided Selective Local Re-Observation for Small-Object Detection in UAV Imagery
4. Wavelet packet convolutional network for low-altitude target trajectory classification
5. Shape-Aware Oriented Bounding Box (OBB) to Horizontal Bounding Box (HBB) Conversion
6. AS-YOLOR: An Improved YOLO Model for Small Object Detection in Aerial Images
7. SFC-YOLO: An Accuracy-Enhanced and Parameter-Efficient YOLO Framework for Small Vehicle Detection in Aerial Images
8. Frequency Decomposition and Spatial Dependency Mathematical Modeling for Small-Scale Open-World Object Detection
9. Optimization-driven feature learning for long-tailed object detection in optical remote sensing imagery
10. A Lightweight Fine-Grained Detection Algorithm for Ship Critical Components in UAV Maritime Surveillance
11. You Only Look Omni Gradient Backpropagation for Moving Infrared Small Target Detection
12. Symmetry Frequency-Aware Fourier Series Network for Aerial Small Object Detection
13. YOLOv8-based real-time obstacle detection in farmland environments for heavy-load agricultural UAVs
14. PriSAR: 3D Geometric-Prior-Guided Diffusion for Parameter-Controlled SAR Image Generation
15. A Lightweight Small-UAV Detection via Synergistically Enhanced YOLOv11
16. Polarization-Aware Segmentation for Camouflaged Threat Detection from UAVs
17. A Lightweight Student Network with Dynamic Multi-Teacher Distillation for Optical Remote Sensing Object Detection
18. MambaIR-YOLO: A Feature-Guided Lightweight State-Space Framework for Aerial Small-Object Detection