Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T20:33:30.187856Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2606.20742.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T20:33:30.187856Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
26 of 26 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c3497d33-963e-4808-967d-20d28732a0c0 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure An architectural multi-agent system for a pavement monitoring system with pothole recognition in uav images,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6324a75-d250-41f6-91ee-31614644d471 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Pothole detection using computer vision and learning,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea12febc-eefb-4f7c-b1eb-91ecddd3969d · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure A novel road maintenance prioritisation system based on computer vision and crowdsourced reporting,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97bd602b-8b41-443e-9f9b-be360b64c95d · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Learning pothole detection in virtual environment,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beb248ad-2e63-4721-a55a-3456dfa72edc · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Fine-grained detection of pavement distress based on integrated data using digital twin,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d78d8bdd-c939-4414-803a-ab8b9625a8df · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Automated detection of pavement distress based on enhanced yolov8 and synthetic data with textured background modeling,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8fe6d13-86b7-4cc6-9e3f-d01b93a7acf5 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Pds-uav: A deep learning-based pothole detection system using unmanned aerial vehicle images,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeb3d622-d781-4620-9bbf-d10496e6209c · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Development of a cognitive digital twin for pavement infrastructure health monitoring,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91ca6073-33dd-444a-be81-167dea12c912 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Digital twin technology for road pavement,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13aeff01-970c-4f3a-9ea3-b15e75ae8367 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Towards a digital twin-based intel- ligent decision support for road maintenance,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80262e7b-7d66-4e3e-9311-25aa951e1582 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Digital twin- driven pavement health monitoring and maintenance optimization using graph neural networks,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 185d0a15-c0db-4840-a3cd-319099212ab2 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure A framework for using UA Vs to detect pavement damage based on optimal path planning and image splicing,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ae031dd-09a3-46e8-a736-71792ebbc788 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure A route planning method for UA V swarm inspection of roads fusing distributed droneport site selection,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47e4e21b-0e0d-4bc5-ad9b-e96d333f0e51 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Inspection and evaluation of urban pavement deterioration using drones: Review of methods, challenges, and future trends,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 996c2dc1-0921-43a1-8d1c-a83607193423 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Assessment of uav usage for flexible pavement inspection using gcps: Case study on palestinian urban road,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a400921-4bc0-4237-a3b3-3ee92e3031e2 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Rdd2022: A multi-national image dataset for automatic road damage detection,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 941c58e8-2368-41ec-84ea-6caac45d7ffc · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Yolov8-pd: an improved road damage detection algorithm based on yolov8n model,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0e7524b-347a-4273-819d-52b0ccab9c4f · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure YOLO9tr: A lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44cc227a-f58a-4803-9dfd-7cb84b880c88 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Lightweight deep learning for real-time road distress detection on mobile devices,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e3e4a53-384b-4673-b193-36c7663b5a9e · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure HighRPD: High-resolution road pavement distress dataset,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5681489a-21f8-41ec-b793-04899f4bb49c · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fe547cd1-7f1b-40d7-a9de-2ee6e354352c · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Pavement distress detection using convolutional neural networks with images captured via uav,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c92c0e9-9a14-4b78-a524-1e38da0ff1d2 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure UA V-PDD2023: A benchmark dataset for pave- ment distress detection based on UA V images,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24614f64-6a2d-43bc-a48c-a525377f5f10 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Albumentations: Fast and flexible image augmen- tations,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5ed1afb-3cd4-4c25-88cf-8857a295c256 · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09dbbc2f-744f-47ee-901b-44b9a2272c5e · outbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure YOLOv12: Attention-Centric Real-Time Object Detectors
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.