Evidence map›Paper›PMID 42356916›Full record

ArticleSensors (Basel, Switzerland)2026

Cross-View Measurement of Adjacent Fastener Bolt Spacing in Railway Turnouts Using Dual DLP Sensors Without Overlapping Fields of View.

Yuntao Gou, Le Wang, Zhixiong Hou, Huchao Zhai, Zichen Gu, Qiyong Wu, Hao Wang, Ning Wang, Qiang Han, Fadeng Wang

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Yuntao GouInfrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China.
Le WangInfrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China.ORCID 0000-0002-7909-5203
Zhixiong HouInfrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China.
Huchao ZhaiGuangdong Intercity Railway Operation Co., Ltd., Guangzhou 573100, China.
Zichen GuBeijing INMAI Railway Technology Co., Ltd., Beijing 100081, China.
Qiyong WuBeijing INMAI Railway Technology Co., Ltd., Beijing 100081, China.
Hao WangInfrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China.
Ning WangInfrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China.
Qiang HanInfrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China.
Fadeng WangInfrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China.

Funding

China Academy of Railway Sciences 2024YJ203
6 · The paper itself

Abstract

To measure the cross-view spacing between adjacent fastener bolts in railway turnouts, this study develops a dual-DLP-sensor structured-light measurement system without overlapping fields of view. A bridge-type calibration device is used to rapidly update the extrinsic parameters of the two DLP sensors. In a unified coordinate frame, the system integrates two-dimensional region-of-interest candidate generation, local three-dimensional geometric fitting, cross-view pairing, and measurement validity assessment to output bolt-spacing results. Experiments were conducted on 23 pairs of adjacent bolts with 15 repeated measurements using two DLP sensors. Under normal conditions, the mean absolute error, root mean square error, and average standard deviation were 0.261 mm, 0.290 mm, and 0.062 mm, respectively. Compared with fixed extrinsic parameters without updating, the bridge-based extrinsic update reduced the mean absolute error from 1.500 mm to 0.261 mm. The results indicate that the proposed task-driven dual-DLP-sensor measurement system can achieve stable cross-view spacing measurement with explicit validity criteria under non-overlapping fields of view, repeated deployment, and varying on-site data quality.

Indexed as

bolt spacing measurementbridge-based calibrationDLP sensorsnon-overlapping fields of viewrailway turnoutresult validity assessment

Identifiers

PMID42356916
PMCPMC13307449

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.