Evidence map›Paper›PMID 40558776›Full record

ArticleJournal of imaging2025

Four-Wavelength Thermal Imaging for High-Energy-Density Industrial Processes.

Alexey Bykov, Anastasia Zolotukhina, Mikhail Poliakov, Andrey Belykh, Roman Asyutin, Anastasiia Korneeva, Vladislav Batshev, Demid Khokhlov

Abstract read
In one paragraph

Article in Journal of imaging, 2025. 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

8 authors.

Alexey BykovScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.ORCID 0000-0002-7574-3437
Anastasia ZolotukhinaScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.ORCID 0000-0003-1043-7014
Mikhail PoliakovScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.ORCID 0009-0004-3484-6466
Andrey BelykhScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.
Roman AsyutinScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.ORCID 0009-0006-3645-7047
Anastasiia KorneevaScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.ORCID 0009-0009-9211-7081
Vladislav BatshevScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.ORCID 0000-0002-7066-0106
Demid KhokhlovScientific and Technological Centre of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342 Moscow, Russia.ORCID 0000-0003-0919-7762

Funding

Russian Science Foundation 24-79-10239
6 · The paper itself

Abstract

Multispectral imaging technology holds significant promise in the field of thermal imaging applications, primarily due to its unique ability to provide comprehensive two-dimensional spectral data distributions without the need for any form of scanning. This paper focuses on the development of an accessible basic design concept and a method for estimating temperature maps using a four-channel spectral imaging system. The research examines key design considerations and establishes a workflow for data correction and processing. It involves preliminary camera calibration procedures, which are essential for accurately assessing and compensating for the characteristic properties of optical elements and image sensors. The developed method is validated through testing using a blackbody source, demonstrating a mean relative temperature error of 1%. Practical application of the method is demonstrated through temperature mapping of a tungsten lamp filament. Experiments demonstrated the capability of the developed multispectral camera to detect and visualize non-uniform temperature distributions and localized temperature deviations with sufficient spatial resolution.

Indexed as

additive manufacturingcamera calibrationhigh-energy density beam advanced machiningin situ monitoringmultispectral cameranon-destructive evaluationspectral imagingthermal imaging

Identifiers

PMID40558776
PMCPMC12194188

What OpenQuestion holds

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LicenceCC BY
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.