Paper Citation Record · LEDGER

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization

As of 13 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2411.17140.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.17140 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:33:18.623517Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy23
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad532361-6e7e-414c-b6fe-09dac9fd4f18 · outbound

This paper cites K., Lin, J.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization K., Lin, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.857284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 79431918-a1e0-48e6-924f-f31128e39548 · outbound

This paper cites A., Zhan, Y., and Liu, J.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization A., Zhan, Y., and Liu, J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.849201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation adb48ca0-a6c7-437b-a140-274238119d32 · outbound

This paper cites B., and Ramana, G.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization B., and Ramana, G

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.841503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5aa45a9b-1c2d-4fea-8b1a-aea1379701af · outbound

This paper cites (2023) Deep learning for crack detection on masonry fa¸ cades using limited data and transfer learning.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2023) Deep learning for crack detection on masonry fa¸ cades using limited data and transfer learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.833478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cf787512-292d-401f-87a3-4d5ea798cb4b · outbound

This paper cites J., and Faria, D.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization J., and Faria, D

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.825553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c112340f-8458-422b-ba9b-20df47a13307 · outbound

This paper cites (2021) Attention U-Net with Feature Fusion Module for Robust Defect Detection.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2021) Attention U-Net with Feature Fusion Module for Robust Defect Detection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.817487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6019c6a7-b690-4df1-a584-641fef02cd3c · outbound

This paper cites H., and Hutter, F.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization H., and Hutter, F

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.810716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2ef7d108-ea84-40a4-af04-d5c7a8d6d022 · outbound

This paper cites (2021) Automated crack segmentation in close-range building fa¸ cade inspection images using deep learning techniques.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2021) Automated crack segmentation in close-range building fa¸ cade inspection images using deep learning techniques

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.803971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5506374e-d18d-413e-83a2-17fd7949986b · outbound

This paper cites and Tsai, Y.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization and Tsai, Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.796620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4205ab34-190d-410c-88ae-6df5a64d8802 · outbound

This paper cites (2018) Autonomous Structural Visual Inspection Using Region-Based Deep Learning for Detecting Multiple Damage Types.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2018) Autonomous Structural Visual Inspection Using Region-Based Deep Learning for Detecting Multiple Damage Types

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.788647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 54d04290-636d-4def-b5f4-5be940579bf4 · outbound

This paper cites an unresolved cited work.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:33:18.780374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 94cf4290-862f-4635-ad69-bbea50f14b53 · outbound

This paper cites (2017) Deep Learning-Based Crack Damage Detection Using Convolutional Neural Networks.Computer- Aided Civil and Infrastructure Engineering, 32(5), 361–378.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2017) Deep Learning-Based Crack Damage Detection Using Convolutional Neural Networks.Computer- Aided Civil and Infrastructure Engineering, 32(5), 361–378

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.772315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1b642c57-dae0-4d71-810b-05c155399e1a · outbound

This paper cites and G¨ ul, M.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization and G¨ ul, M

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.764341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 28dd697c-7495-4949-a476-139814da7b12 · outbound

This paper cites J., and Maguire, M.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization J., and Maguire, M

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.756207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ff555c61-1299-4e8e-ae7d-ef66abd64756 · outbound

This paper cites (2019) Automatic Bridge Crack Detection Using a Convolutional Neural Network.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2019) Automatic Bridge Crack Detection Using a Convolutional Neural Network

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.748139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6d7387d6-f576-4469-9682-b4ae6a2803ec · outbound

This paper cites and Song, J.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization and Song, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.739968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ff1c188c-05e3-4523-9f46-6dd74a929ade · outbound

This paper cites K., Choudhary, A., and Agrawal, A.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization K., Choudhary, A., and Agrawal, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.731925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cbefef16-7cea-42ad-8546-db9aff12780b · outbound

This paper cites D., and Zhang, B.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization D., and Zhang, B

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.723952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation df8ce433-4094-4d72-a0ee-3f90f22402bf · outbound

This paper cites an unresolved cited work.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:33:18.716798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fa49fc06-dd01-4747-b693-76d8a81bf0ea · outbound

This paper cites and Liu, Y.-C.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization and Liu, Y.-C

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.709330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2f167810-a7cd-4ba6-b8af-a4c5ed66d899 · outbound

This paper cites Crack detection based on attention mechanism with YOLOv5.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization Crack detection based on attention mechanism with YOLOv5

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.700914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fac9e9f3-0905-4be1-8670-7823af18a8ea · outbound

This paper cites (2023) Online monitoring of crack dy- namic development using attention-based deep networks.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2023) Online monitoring of crack dy- namic development using attention-based deep networks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.691734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 46c1d0cb-cfbe-4e42-a390-2410173578e2 · outbound

This paper cites Hyper-Parameter Optimization: A Review of Algorithms and Applications.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization Hyper-Parameter Optimization: A Review of Algorithms and Applications

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:18.612706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a595e78d-46b3-49f8-8c1b-0e1e9dfde499 · outbound

This paper cites D., Bello-Salau, H., Umoh, I.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization D., Bello-Salau, H., Umoh, I

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.682972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 53dc9828-36a5-4723-a7c9-a77d918a6428 · outbound

This paper cites (2022) Deep Learning of Neural Networks Using Genetic Algorithms.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2022) Deep Learning of Neural Networks Using Genetic Algorithms

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.673486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 52fa8ab8-6054-46b7-b5ae-721527f95027 · outbound

This paper cites (2016) Automatic road crack detection using random structured forests.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization (2016) Automatic road crack detection using random structured forests

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:18.664561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c9638ef7-0297-47f1-af23-67daf0df966e · outbound

This paper cites an unresolved cited work.

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:33:18.654760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.