An Image Detection Method for Image Stabilization Deviation of the Tank Gunner's Primary Sight.

Zhannan Guo, Baoqi Xie, Yingshun Li, Ximing Sun

Abstract read

In one paragraph

Article in Sensors (Basel, Switzerland), 2023. 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

4 authors.

Zhannan GuoSchool of Control Science and Engineering, Dalian University of Technology, Dalian 116024, China.

Baoqi XieSchool of Automation, Guangxi University of Science and Technology, Liuzhou 545000, China.

Yingshun LiSchool of Control Science and Engineering, Dalian University of Technology, Dalian 116024, China.

Ximing SunSchool of Control Science and Engineering, Dalian University of Technology, Dalian 116024, China.

Funding

Yingshun Li XLYC1903015

6 · The paper itself

Abstract

The primary sight control system of a tank gunner has image stabilization as one of its primary functions. The image stabilization deviation in the aiming line is a key indicator for evaluating the operational status of Gunner's Primary Sight control system. Employing image detection technology to measure image stabilization deviation enhances the effectiveness and accuracy of the detection process and allows for the evaluation of image stabilization functionality. Hence, this paper proposes an image detection method aimed at the Gunner's Primary Sight control system of a specific tank which utilizes an enhanced You Only Look Once version 5 (YOLOv5) sight-stabilizing deviation algorithm. At first, a dynamic weight factor is integrated into SCYLLA-IoU (

Indexed as

AlgorithmsLearningNeckProblem SolvingTechnologyBiFPN networkC3CAimage stabilization deviationthe gunner’s primary sight control systemthe spatial pyramid pool moduleYOLOv5δ-SIOU

Identifiers

PMID37299769

DOI10.3390/s23115039

PMCPMC10255307

What OpenQuestion holds

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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.