Latest Research in Advanced Neural Network Applications

27 research papers · 2026 median publication year

Top Research Topics in Advanced Neural Network Applications

Highest-Cited Papers

  1. DRQ-RTDETR: Degradation-Aware Detail Recovery and Query-Guided RT-DETR for Household Gas Facility Detection
  2. Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition
  3. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  4. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  5. A fine-grained defect-sensitive local–global multiscale vision transformer framework for urban visual pollution prediction
  6. Real-Time Interface-Opening Detection for Nickel Starting Sheet Pre-Stripping Based on an Improved YOLO11n
  7. An intelligent approach for automated vehicle damage classification
  8. YOLO-GF: A Lightweight Detector for Character-Level Recognition in Medicine Packaging
  9. Artificial Intelligence‐Driven Multi‐Class Road Damage Detection Using Attention‐Enhanced YOLOv8 and Weighted Boxes Fusion
  10. Industrial Object Counting from Traditional Machine Vision to Open-World Foundation Models: A Systematic Review
  11. Road Damage Detection with Direction Awareness and Feature Equalization
  12. An improved ResNet50 method for hazardous-region state recognition in CNC press brakes
  13. Spatial-aware energy learning for out-of-distribution segmentation in railway intrusion detection
  14. Deep learning-based image recognition for visual management and intelligent decision support in hotel operations
  15. Reliable Recognition and Hard-Boundary Evaluation for Archiving Images of Huizhou Architectural Heritage
  16. Uncertainty aware stochastic sampling for efficient object detection
  17. Fast Train-borne Ballast Geometry Degradation Inspection via Point Cloud Diff-graph Analysis
  18. Pavement Distress Classification Using YOLOv8n and YOLO11n: A Comparative Study
  19. A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring in Open-Traffic Conditions
  20. A Lightweight Infrared Thermal Image Recognition Network with Thermal Noise Suppression and Dynamic Feature Fusion for Transformer Oil Leakage Detection
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2026 JUL Q4

Advanced Neural Network Applications

27 papers

Top Topics (10)

Infrastructure Maintenance and Monitoring7
Advanced Neural Network Applications3
Belt Conveyor Systems Engineering2
Fire Detection and Safety Systems1
Computer Vision and Pattern Recognition1
Video Surveillance and Tracking Methods1
Risk and Safety Analysis1
Vehicular Ad Hoc Networks (VANETs)1
Advanced Technologies in Various Fields1
Handwritten Text Recognition Techniques1

Top Publications (20)

1.DRQ-RTDETR: Degradation-Aware Detail Recovery and Query-Guided RT-DETR for Household Gas Facility Detection2.Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition3.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes4.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes5.A fine-grained defect-sensitive local–global multiscale vision transformer framework for urban visual pollution prediction6.Real-Time Interface-Opening Detection for Nickel Starting Sheet Pre-Stripping Based on an Improved YOLO11n7.An intelligent approach for automated vehicle damage classification8.YOLO-GF: A Lightweight Detector for Character-Level Recognition in Medicine Packaging9.Artificial Intelligence‐Driven Multi‐Class Road Damage Detection Using Attention‐Enhanced YOLOv8 and Weighted Boxes Fusion10.Industrial Object Counting from Traditional Machine Vision to Open-World Foundation Models: A Systematic Review11.Road Damage Detection with Direction Awareness and Feature Equalization12.An improved ResNet50 method for hazardous-region state recognition in CNC press brakes13.Spatial-aware energy learning for out-of-distribution segmentation in railway intrusion detection14.Deep learning-based image recognition for visual management and intelligent decision support in hotel operations15.Reliable Recognition and Hard-Boundary Evaluation for Archiving Images of Huizhou Architectural Heritage16.Uncertainty aware stochastic sampling for efficient object detection17.Fast Train-borne Ballast Geometry Degradation Inspection via Point Cloud Diff-graph Analysis18.Pavement Distress Classification Using YOLOv8n and YOLO11n: A Comparative Study19.A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring in Open-Traffic Conditions20.A Lightweight Infrared Thermal Image Recognition Network with Thermal Noise Suppression and Dynamic Feature Fusion for Transformer Oil Leakage Detection
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