Cited by 42Infrastructure Maintenance and MonitoringIndustrial Vision Systems and Defect DetectionAdvanced Neural Network Applications

Intelligent detection of fastener defects in ballastless tracks based on deep learning

Ye, Wenlong, Ren, Juanjuan, Lu, Chunfang, Zhang, Allen A., Zhan, You, Liu, Jingang·2024·Automation in Construction

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.autcon.2024.105280

Cites

50 of 50 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

2 of the 52 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Ye, W., Ren, J., Lu, C., Zhang, A. A., Zhan, Y., & Liu, J.
Affiliations
Southwest Jiaotong University (CN)
Corresponding author
Ren, Juanjuan
Venue
Automation in Construction
Publisher
Elsevier BV
Published
2024-03
Volume
159
Pages
105280
ISSN
0926-5805 (ISSN-L)
OpenAlex
W4391001533
Cited by
42
References
52
Citations by year
2026: 16 · 2025: 17 · 2024: 9
FWCI
7.01
Type
journal article
Language
en
Open access
closed
Locations
Automation in Construction (publishedVersion)
Funders
  • National Natural Science Foundation of China (52278461, 52022085, 52308467)
  • Sichuan Province Youth Science and Technology Innovation Team (2022JDTD0015)
  • National Key Research and Development Program of China (2021YFF0502100)
Topics
  • Physical Sciences › Engineering › Civil and Structural Engineering › Infrastructure Maintenance and Monitoring
  • Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Industrial Vision Systems and Defect Detection
  • Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Neural Network Applications
Keywords
ballastless track, object detection, heatmaps, 3D laser scanning, high-speed rail, inference speed

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review