Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:36:37.908069Z
Paper Citation Record · LEDGER
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement
As of 18 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2505.04207.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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, observed 2026-06-26T20:33:30.187856Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T01:09:19.836099Z
Reference resolution
39 of 39 outbound references displayed
- verified exact0
- verified fuzzy30
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 56c08f71-7e7b-4e36-92d6-ec616399fbd7 · outbound
This paper cites Frontiers in Materials, 2021.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Frontiers in Materials, 2021
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.400623Z
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 a21d6ccf-8ee9-4be2-9dad-833d34395d95 · outbound
This paper cites Guite, and N.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Guite, and N
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.387235Z
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 f74de962-d315-4815-9c31-90da5915bbc7 · outbound
This paper cites Coatings, 2022.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Coatings, 2022
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.374949Z
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 0e11ecae-de48-4614-b0d1-d10eefbec18b · outbound
This paper cites Applied Sciences, 2025.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Applied Sciences, 2025
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.363826Z
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 06494d60-c410-4acd-a102-078039612fc5 · outbound
This paper cites Transport policy, 2012.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Transport policy, 2012
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.351958Z
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 8e6a5835-1d17-4d8c-92d3-f0c01830a993 · outbound
This paper cites Matovu, G.(1- 4).
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Matovu, G.(1- 4)
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.339414Z
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 f67e339c-2954-4eee-a114-1ac2e4700a8b · outbound
This paper cites Expert Systems with Applications, 2025.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Expert Systems with Applications, 2025
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.327818Z
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 ffa009d0-a5cf-484e-a240-887a97ac235d · outbound
This paper cites Machine Learning with Applications, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Machine Learning with Applications, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.315719Z
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 01dc226e-5caf-4a59-8c92-bf85dd6ec039 · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:38.303994Z
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 cd6e6581-3ae1-4729-b73d-5341cee50ff4 · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:38.292735Z
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 8156b4e8-b878-4ad4-932d-5ef62a5410a5 · outbound
This paper cites Advanced Engineering Informatic s,.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Advanced Engineering Informatic s,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.281436Z
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 ecc16ff6-c0ff-4086-b673-dca932d9daef · outbound
This paper cites Transportation Engineering, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Transportation Engineering, 2024
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.270130Z
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 385246f2-809a-459a-9366-3fa6b097fb50 · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:38.257578Z
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 1a2ee758-b070-44c1-bea4-c167e8aceae9 · outbound
This paper cites Experiment of image processing algorithm for efficient pothole detection.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Experiment of image processing algorithm for efficient pothole detection
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.245869Z
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 a71c852f-ff8d-4e4a-84b0-466eec2ade7b · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:38.234491Z
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 394f87a0-7ae4-4531-a139-2d03ba0c75f7 · outbound
This paper cites Buza, and S.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Buza, and S
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.223087Z
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 387e4d7e-7491-4165-8e9b-4283bf615d1d · outbound
This paper cites Smart detection and reporting of potholes via image-processing using Raspberry -Pi microcontroller.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Smart detection and reporting of potholes via image-processing using Raspberry -Pi microcontroller
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.212078Z
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 55420b0b-b6eb-491a-afe8-c0827136332f · outbound
This paper cites Application of Image Processing Techniques for Pothole Detection.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Application of Image Processing Techniques for Pothole Detection
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.200541Z
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 1f7ffaa7-32fc-4817-afdd-b415830ba93c · outbound
This paper cites Mathematical Problems in Engineering, 2017.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Mathematical Problems in Engineering, 2017
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.187979Z
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 a4b9751b-d282-4fa1-958f-082b3f0ed184 · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:38.175635Z
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 67b9aa5e-5ad8-45fc-bdc6-b3d39f0fc57e · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:38.163377Z
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 3f2d4de8-4cc4-41c1-b7bb-27a435010132 · outbound
This paper cites Sustainability, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Sustainability, 2024
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.152068Z
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 555b3436-08bc-4a46-bdb3-66e4755c462d · outbound
This paper cites Quail, and F.A.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Quail, and F.A
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.140782Z
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 78989047-5e4c-47f3-bc83-c0e58135fb1f · outbound
This paper cites Construction and Building Materials, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Construction and Building Materials, 2024
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.128871Z
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 f67d26ee-9a3c-440e-9b71-56ec2438f968 · outbound
This paper cites IEEE Sensors Journal, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement IEEE Sensors Journal, 2024
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.117595Z
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 7126768e-5684-4caf-bed0-de0267e646d4 · outbound
This paper cites Manasreh, and M.D.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Manasreh, and M.D
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.106182Z
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 2a4b7cfc-98d9-4ec2-94b8-1c911874c512 · outbound
This paper cites IEEE Transactions on Intelligent Transportation Systems, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement IEEE Transactions on Intelligent Transportation Systems, 2024
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.094535Z
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 8931cd40-6914-4365-a290-6bd0e50ca9fd · outbound
This paper cites IEEE Transactions on Intelligent Transportation Systems, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement IEEE Transactions on Intelligent Transportation Systems, 2024
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.081831Z
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 79b1fa4d-dd1f-48ba-ad7c-fb5795ad79a6 · outbound
This paper cites Dey, and S.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Dey, and S
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.069849Z
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 03460ae5-f131-4c79-8b8c-9be106b987ae · outbound
This paper cites IEEE Transactions on Intelligent Transportation Systems, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement IEEE Transactions on Intelligent Transportation Systems, 2024
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.058104Z
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 0d2a077e-ecd9-4b8b-8200-90051b98dfe9 · outbound
This paper cites IEEE Transactions on Intelligent Transportation Systems, 2025.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement IEEE Transactions on Intelligent Transportation Systems, 2025
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.044332Z
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 37100f09-15a4-4597-a7d0-6dd0be168e62 · outbound
This paper cites Arabian Journal for Science and Engineering, 2024: p.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Arabian Journal for Science and Engineering, 2024: p
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.031878Z
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 0fd7d925-2fef-4aff-9a3c-3ff992a89800 · outbound
This paper cites Arabian Journal for Science and Engineering, 2025: p.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Arabian Journal for Science and Engineering, 2025: p
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:38.017372Z
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 a8a5bb7a-b44f-4522-9ddb-d41565b37c02 · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:38.003804Z
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 99061b03-00fe-430e-abce-06b3b4549fa9 · outbound
This paper cites an unresolved cited work.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:36:37.989986Z
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 193bcc50-f1e3-4765-bfb8-844d70d4498c · outbound
This paper cites Computers and Electronics in Agriculture, 2024.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Computers and Electronics in Agriculture, 2024
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:37.977922Z
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 fb8de9da-6d20-4c98-be23-c4e0b1306d07 · outbound
This paper cites Dynamic snake convolution based on topological geometric constraints for tubular structure segmentation.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Dynamic snake convolution based on topological geometric constraints for tubular structure segmentation
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:37.966153Z
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 9d42982a-f646-4858-acc5-51bb5541dad6 · outbound
This paper cites Gaussian Error Linear Units (GELUs).
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Gaussian Error Linear Units (GELUs)
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:36:37.903838Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd34546b-2c04-48e1-9841-88c62839ac72 · outbound
This paper cites Simam: A simple, parameter -free attention module for convolutional neural networks.
An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement Simam: A simple, parameter -free attention module for convolutional neural networks
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:36:37.954645Z
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.
Pith citing papers
Observation 5681489a-21f8-41ec-b793-04899f4bb49c · inbound
A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring without Lane Closure cites this paper.
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
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T01:09:19.837864Z
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.