Latest Research in Infrastructure Maintenance and Monitoring

25 research papers · 2026 median publication year

Top Research Topics in Infrastructure Maintenance and Monitoring

Highest-Cited Papers

  1. Instance Segmentation of Underground Roadway Fractures Based on an Improved YOLOv13n-Seg
  2. Automated Detection and Segmentation of Cracks in Urban Underground Structures Based on YOLOv8-SAM2
  3. Automated Borehole Core Analysis with Report-Derived Weak Labels and Supervised Crack Segmentation
  4. Real-Time Road Crack Detection on Smartphones Through ConvLSTM-Based Temporal Knowledge Distillation from a CNN-KAN and VMamba Dual-Path Network
  5. Engineering-oriented automated segmentation and quantitative analysis of building structural cracks: A multi-mechanism optimized YOLOv11-seg approach
  6. A Novel Lightweight Framework for Real-Time Pavement Crack Segmentation Based on Knowledge Distillation
  7. Enhanced Road Crack Segmentation Using Self-Supervised Learning in Motion-Blurred Images
  8. Hierarchical crack patterns: Identification of crack generations
  9. Compass: Degradation-Simulated Reciprocal Learning with Lightweight Needle RWKV for Multimodal Crack Segmentation under Missing Modalities
  10. Hybrid Computer Vision-Based and Multidefect Data Fusion Framework for AI-Enhanced Concrete Bridge Deck Condition Rating
  11. Concrete Crack Segmentation Algorithm Based on Hybrid-Attention Feature Enhancement
  12. Topology-Aware Lightweight Crack Segmentation and Automated Quantification via Synergistic Spatial-Channel Enhancement
  13. Few-shot concrete surface extraction for automated UAV-based building inspection using vision foundation models
  14. Lightweight embedded detection system for historic wooden architecture using an improved YOLOv8 model
  15. GeoMamba: Geometric-Prior-Infused Multi-Scale Deformable Visual Mamba for Crack Semantic Segmentation
  16. A Lightweight CNN–Mamba Hybrid Architecture for Efficient Crack Segmentation
  17. Foundation Model-Based Pipeline for 3D Damage Localization in Built Infrastructure
  18. Comparative analysis of deep learning models for garment segmentation in textile recycling
  19. A UAV–TLS Point-Cloud Fusion Framework for Three-Dimensional Characterization of Mining-Induced Surface Cracks
  20. An intelligent pavement crack recognition and automatic repair algorithm based on improved DeepLabv3+ and greedy algorithm
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2026 AUG Q2

Infrastructure Maintenance and Monitoring

25 papers

Top Topics (6)

Infrastructure Maintenance and Monitoring18
Computer Vision and Pattern Recognition3
Disordered Systems and Neural Networks1
Wood and Agarwood Research1
Textile materials and evaluations1
3D Surveying and Cultural Heritage1

Top Publications (20)

1.Instance Segmentation of Underground Roadway Fractures Based on an Improved YOLOv13n-Seg2.Automated Detection and Segmentation of Cracks in Urban Underground Structures Based on YOLOv8-SAM23.Automated Borehole Core Analysis with Report-Derived Weak Labels and Supervised Crack Segmentation4.Real-Time Road Crack Detection on Smartphones Through ConvLSTM-Based Temporal Knowledge Distillation from a CNN-KAN and VMamba Dual-Path Network5.Engineering-oriented automated segmentation and quantitative analysis of building structural cracks: A multi-mechanism optimized YOLOv11-seg approach6.A Novel Lightweight Framework for Real-Time Pavement Crack Segmentation Based on Knowledge Distillation7.Enhanced Road Crack Segmentation Using Self-Supervised Learning in Motion-Blurred Images8.Hierarchical crack patterns: Identification of crack generations9.Compass: Degradation-Simulated Reciprocal Learning with Lightweight Needle RWKV for Multimodal Crack Segmentation under Missing Modalities10.Hybrid Computer Vision-Based and Multidefect Data Fusion Framework for AI-Enhanced Concrete Bridge Deck Condition Rating11.Concrete Crack Segmentation Algorithm Based on Hybrid-Attention Feature Enhancement12.Topology-Aware Lightweight Crack Segmentation and Automated Quantification via Synergistic Spatial-Channel Enhancement13.Few-shot concrete surface extraction for automated UAV-based building inspection using vision foundation models14.Lightweight embedded detection system for historic wooden architecture using an improved YOLOv8 model15.GeoMamba: Geometric-Prior-Infused Multi-Scale Deformable Visual Mamba for Crack Semantic Segmentation16.A Lightweight CNN–Mamba Hybrid Architecture for Efficient Crack Segmentation17.Foundation Model-Based Pipeline for 3D Damage Localization in Built Infrastructure18.Comparative analysis of deep learning models for garment segmentation in textile recycling19.A UAV–TLS Point-Cloud Fusion Framework for Three-Dimensional Characterization of Mining-Induced Surface Cracks20.An intelligent pavement crack recognition and automatic repair algorithm based on improved DeepLabv3+ and greedy algorithm
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