A solution to the problem of teaching a person to diagnose 3D-objects using a thermal imager

М.Ю. Михеев; А.Е. Савочкин; Соня Хилал; Селим Хилал; Р. Ишуков; М.Ю. Костенкова; Э.В. Роганова 7 Б.С. Долговесов

doi:10.18127/j15604136-202601-12

A solution to the problem of teaching a person to diagnose 3D-objects using a thermal imager

М.Ю. Михеев¹, А.Е. Савочкин², Соня Хилал³, Селим Хилал⁴, Р. Ишуков⁵, М.Ю. Костенкова⁶, Э.В. Роганова 7 Б.С. Долговесов⁷

research article UDC 616-072 Pages: 62-66 doi.org/10.18127/j15604136-202601-12

^1,2,3,4,5,6 Пензенский государственный технологический университет (г. Пенза, Россия)
⁷ Институт автоматики и электрометрии СО РАН (г. Новосибирск, Россия)

Keywords: Cognitive model of a specialist IR-radiation from 3D-objects posing of observed 3D-models neural networks

Abstract

The advent of thermal imagers has created conditions for diagnostics by observing IR-radiation from the object under study. However, the use of thermal imagers that allow viewing a 2D-projection of a 3D-diagnostic object on the screen in at least two IR radiation variants (monochrome color or multispectral color) to solve the tasks at hand is complicated by the lack of the necessary components of a person's cognitive model in which his experience in working with IR-images is accumulated.

Work purpose – development of a comprehensive solution for monitoring and diagnosing diseases that change the IR radiation of individual skin areas.

The studies of IR radiation of 3D objects in two color variants were conducted: monochrome and multispectral, which made it possible to develop a plan for the formation of a cognitive model of a specialist.

The results of the studies showed that for the practical implementation of thermal imagers, a system for training a specialist in the correct perception of the resulting image is necessary.

Received: 27.11.2025
Approved after review: 12.12.2025
Accepted: 22.12.2025

How to cite

Михеев М.Ю., Савочкин А.Е., Хилал Соня, Хилал Селим, Ишуков Р., Костенкова М.Ю., Роганова Э.В., Долговесов Б.С. Вариант решения задачи обучения человека распознаванию 3D-объектов при использовании тепловизора // Биомедицинская радиоэлектроника. 2026. T. 29. № 1. С. 62−66. DOI: https :// doi.org/10.18127/j156 04136-202601-12

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[1] Dolgovesov B., Roganov V., Pepel L.N. Flight simulator imitators synthesizing a 3D-model of the external environment. In September 2024 Conference: 2024 International Russian Automation Conference (RusAutoCon) DOI: 10.1109/RusAutoCon61949.2024.10694515.

[2] Zhuravlev D.V., Golubinskij A.N., Tolstyh A.A., Reznichenko A.A. Razrabotka metodiki nastrojki parametrov interfejsov «mozg-komp'yuter» dlya provedeniya eksperimentov po klassifikacii motornyh obrazov v programme OpenVIBE // Biomedicinskaya radioelektronika. 2025. T. 28. № 3. S. 15−30. DOI: https://doi.org/10.18127/j15604136-202503-02 (In Russian).

[3] Roganov V.R., Korop G.V., Miheev M.Yu. Imitator vizual'noj obstanovki, sinteziruyushchij v zritel'nom diapazone elektromagnitnyh voln vneshnij vid prostranstva vokrug kabiny aviacionnogo trenazhera // Upravlenie bol'shimi sistemami. Tekhnicheskie i programmnye sredstva upravleniya Vypusk 112. C. 338–356 (In Russian).

[4] Dolgovesov B., Roganov V., Cheyvergova M. Developing hardware and software systems for synthesis of visual 3D-model of external environment. In 2024 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM). DOI:10.1109/RusAutoCon61949.2024.10694566.

[5] Dolgovesov B., Roganov V., Gudkova K. Simulators Synthesizing Visual 3D-Models of the External Environment. In 2024 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM). DOI:10.1109/RusAutoCon61949.2024.10694048, 979-8-3503-9501-3/24/$31.00 ©2024 IEEE.