Latest Research in Advanced Neural Network Applications

Top Research Topics in Advanced Neural Network Applications

• Computer Vision and Pattern Recognition — 26 papers
• Advanced Neural Network Applications — 7 papers
• Advanced Image Fusion Techniques — 5 papers
• Visual Attention and Saliency Detection — 3 papers
• Video Surveillance and Tracking Methods — 2 papers
• IoT and GPS-based Vehicle Safety Systems — 2 papers
• Fire Detection and Safety Systems — 1 papers
• Wireless Signal Modulation Classification — 1 papers
• Machine Learning — 1 papers
• Infrastructure Maintenance and Monitoring — 1 papers

Highest-Cited Papers

1. FireRGBTNet: A Lightweight Forest Fire Detection Model Based on Efficient RGB–Thermal Fusion
2. Dynamic Low-Rank Modulation and Frequency-Domain Collaboration for Scene-Adaptive Image Fusion Network
3. VOLA: Improving Open-World Driving by VLM-Based Semantic Attribute Prediction
4. Hierarchical token-based communication for robust semantic scene perception under network instability
5. Weighted multi-scale and wavelet-enhanced Segment Anything Model for salient object detection
6. Multi-scale global-local collaborative learning for accurate significant object detection
7. Structure-Aware Heterogeneous Dual-Stream Network with Wavelet-Guided Fusion for UAV Infrared–Visible Object Detection
8. ODE-Net: Occluded traffic sign detection and occlusion percentage estimation via frequency-aware feature fusion
9. GRASP: Granularity-Aware Region Alignment and Semantic Prototype Learning for Fine-Grained Cross-Modal Understanding in Drone Views
10. Distilling Vision-Language Models for Robust Traffic Sign Perception in Autonomous Vehicles
11. Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline
12. Ranking Image Fusion the Way Humans Do: A Learned Pairwise Preference Measure for Infrared-Visible Fusion Assessment
13. Handling uncertainty in optimization enabled the deep Q network for traffic sign and criticality detection
14. Data collection from highways: a geometric, class-agnostic approach to embedded vehicle counting
15. Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection
16. CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
17. RegisterBridgeMM: A Register-Centric Framework for RGB-Infrared Object Detection
18. Residual Conditional Diffusion with Transformer Refinement for Unsupervised Infrared–Visible Image Fusion
19. Modeling Long-Term Memory and Temporal Attention Shifts for Video Salient Object Ranking with a New Benchmark
20. DRPFNet: Dual-domain Residual Progressive Fusion Network for RGB-Thermal Object Detection