Evidence map›Paper›PMID 42740128›Full record

ArticleSensors (Basel, Switzerland)2026

EDL-VINS: Protocol-Controlled Evaluation of an EDLines and Line-Flow Point-Line Visual-Inertial System.

Bo Yang, Weixian Li, Xin Han, Junlin Deng, Xueshan Gao, Ning Wu

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
–field-weighted citation impact
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

6 authors.

Bo YangKey Laboratory of Beibu Gulf Offshore Engineering Equipment and Technology, Beibu Gulf University, 12 Binhai Road, Qinnan District, Qinzhou 535011, China.ORCID 0009-0009-3104-2565
Weixian LiKey Laboratory of Beibu Gulf Offshore Engineering Equipment and Technology, Beibu Gulf University, 12 Binhai Road, Qinnan District, Qinzhou 535011, China.
Xin HanKey Laboratory of Beibu Gulf Offshore Engineering Equipment and Technology, Beibu Gulf University, 12 Binhai Road, Qinnan District, Qinzhou 535011, China.
Junlin DengKey Laboratory of Beibu Gulf Offshore Engineering Equipment and Technology, Beibu Gulf University, 12 Binhai Road, Qinnan District, Qinzhou 535011, China.ORCID 0000-0001-5655-3059
Xueshan GaoKey Laboratory of Beibu Gulf Offshore Engineering Equipment and Technology, Beibu Gulf University, 12 Binhai Road, Qinnan District, Qinzhou 535011, China.
Ning WuKey Laboratory of Beibu Gulf Offshore Engineering Equipment and Technology, Beibu Gulf University, 12 Binhai Road, Qinnan District, Qinzhou 535011, China.ORCID 0000-0002-4951-6337

Funding

100 Scholar Plan of the Guangxi Zhuang Autonomous Region of China 2018Guangxi Natural Science Foundation Joint Special Project 2025GXNSFHA069258Guangxi Science and Technology Major Program 2024AA29055
6 · The paper itself

Abstract

Comparisons of point-line visual-inertial systems can be distorted when trajectories cover different time intervals or when metric estimates receive scale correction. This study asks whether the recorded performance of an EDLines and line-flow system persists under identical temporal support and metric-preserving alignment. The evaluated EDLines (Edge Drawing Lines) visual-inertial navigation system (EDL-VINS) combines conditioned line extraction, pyramidal line-flow association, and Plücker-line factors within a point-line-inertial sliding window. To answer this question, we audit the retained trajectories across all eleven EuRoC sequences, resample the three systems onto a common time grid, and evaluate them without scale correction. The robustness of the resulting comparison is then tested under alternative alignment and timestamp support; gap-aware interpolation; and shorter-horizon, rotational, and archived-output variation analyses. EDL-VINS retains the lowest aggregate translational and rotational trajectory error, although sequence-specific exceptions and short-horizon results show that the ordering is not universal. These findings provide an auditable characterization of the evaluated configuration and show why temporal support, alignment, and data provenance must be explicit in visual-inertial comparisons.

Indexed as

EDLinesline optical flowmobile robot navigationpoint–line fusionsimultaneous localization and mappingtrajectory evaluationvisual–inertial localization

Identifiers

PMID42740128
PMCPMC13568161

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.