Latest Research in Advanced Neural Network Applications

Top Research Topics in Advanced Neural Network Applications

• Advanced Neural Network Applications — 55 papers
• Computer Vision and Pattern Recognition — 38 papers
• Infrared Target Detection Methodologies — 8 papers
• Video Surveillance and Tracking Methods — 5 papers
• UAV Applications and Optimization — 5 papers
• Infrastructure Maintenance and Monitoring — 3 papers
• Space Satellite Systems and Control — 3 papers
• Image and Video Processing — 3 papers
• Image Enhancement Techniques — 3 papers
• Robotics and Sensor-Based Localization — 2 papers

Highest-Cited Papers

1. When Fish Look Alike: Tracking Identities with Dual-branch Elasticity
2. A Unified Benchmark and Modality-Adaptive Network for Day-and-Night Drone-View Geo-Localization
3. ReLATE: Reliability-Guided Evidence Fusion for Robust UAV--Satellite cross-view Geo-Localization
4. Revisiting Stereo Triangulation in UAV Distance Estimation
5. Embedded Oriented Object Detection on MaixCAM Pro for Waste-Sorting Perception
6. DDG-Net: a dynamic detail-guided network for aerial small object detection
7. GeoMFD: Continual Drone-View Geo-Localization with Geometry-Aware Adapter and Margin-Field Distillation
8. Spectra-Net: Frequency-Aware Scale Adaptation for Small Object Detection
9. LIR-Mamba: consolidating YOLO and selective SSM with global-local scanning for robust infrared small target detection under laser interference
10. Symmetry Frequency-Aware Fourier Series Network for Aerial Small Object Detection
11. Improved SegFormer with Guided Multi-Scale Fusion and Boundary-Aware Attention for Slippery Road Recognition
12. G-MAD: A Game-Based Data Generation Framework for Multi-View RGB-T Aerial Object Detection
13. LCMamNet: A Lightweight Cross-scale Mamba Network for Infrared Small Target Detection
14. Discrete Space-Target Trajectory Detection with a Linearity-Enhanced Network on Stacked Optical Images
15. DFA-Det: Dynamic Feature Augmentation and Hierarchical Adaptive Fusion for Small Object Detection in Low-Altitude Complex Scenes
16. Channel Attention-Based Multi-Domain Feature Alignment for Moving Vehicle Detection in SatelliteVideos Toward Smart Urban Planning
17. Spatially-Aware Class-Agnostic Object Counting
18. Geometry Meets Semantics: Fractional Gradient Stabilization for Semantic-Driven Bounding Box Optimization in Visual Detection Tasks
19. YOLOv8-based real-time obstacle detection in farmland environments for heavy-load agricultural UAVs
20. Counterfactual Motion Reliability Learning for Robust UAV Tracking