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The Development of a Cost-Effective Imaging Device Based on Thermographic Technology

Thermal vision-based devices are nowadays used in a number of industries, ranging from the automotive industry, surveillance, navigation, fire detection, and rescue missions to precision agriculture. This work describes the development of a low-cost imaging device based on thermographic technology....

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Autores principales: Stančić, Ivo, Kuzmanić Skelin, Ana, Musić, Josip, Cecić, Mojmil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220945/
https://www.ncbi.nlm.nih.gov/pubmed/37430496
http://dx.doi.org/10.3390/s23104582
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author Stančić, Ivo
Kuzmanić Skelin, Ana
Musić, Josip
Cecić, Mojmil
author_facet Stančić, Ivo
Kuzmanić Skelin, Ana
Musić, Josip
Cecić, Mojmil
author_sort Stančić, Ivo
collection PubMed
description Thermal vision-based devices are nowadays used in a number of industries, ranging from the automotive industry, surveillance, navigation, fire detection, and rescue missions to precision agriculture. This work describes the development of a low-cost imaging device based on thermographic technology. The proposed device uses a miniature microbolometer module, a 32-bit ARM microcontroller, and a high-accuracy ambient temperature sensor. The developed device is capable of enhancing RAW high dynamic thermal readings obtained from the sensor using a computationally efficient image enhancement algorithm and presenting its visual result on the integrated OLED display. The choice of microcontroller, rather than the alternative System on Chip (SoC), offers almost instantaneous power uptime and extremely low power consumption while providing real-time imaging of an environment. The implemented image enhancement algorithm employs the modified histogram equalization, where the ambient temperature sensor helps the algorithm enhance both background objects near ambient temperature and foreground objects (humans, animals, and other heat sources) that actively emit heat. The proposed imaging device was evaluated on a number of environmental scenarios using standard no-reference image quality measures and comparisons against the existing state-of-the-art enhancement algorithms. Qualitative results obtained from the survey of 11 subjects are also provided. The quantitative evaluations show that, on average, images acquired by the developed camera provide better perception quality in 75% of tested cases. According to qualitative evaluations, images acquired by the developed camera provide better perception quality in 69% of tested cases. The obtained results verify the usability of the developed low-cost device for a range of applications where thermal imaging is needed.
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spelling pubmed-102209452023-05-28 The Development of a Cost-Effective Imaging Device Based on Thermographic Technology Stančić, Ivo Kuzmanić Skelin, Ana Musić, Josip Cecić, Mojmil Sensors (Basel) Article Thermal vision-based devices are nowadays used in a number of industries, ranging from the automotive industry, surveillance, navigation, fire detection, and rescue missions to precision agriculture. This work describes the development of a low-cost imaging device based on thermographic technology. The proposed device uses a miniature microbolometer module, a 32-bit ARM microcontroller, and a high-accuracy ambient temperature sensor. The developed device is capable of enhancing RAW high dynamic thermal readings obtained from the sensor using a computationally efficient image enhancement algorithm and presenting its visual result on the integrated OLED display. The choice of microcontroller, rather than the alternative System on Chip (SoC), offers almost instantaneous power uptime and extremely low power consumption while providing real-time imaging of an environment. The implemented image enhancement algorithm employs the modified histogram equalization, where the ambient temperature sensor helps the algorithm enhance both background objects near ambient temperature and foreground objects (humans, animals, and other heat sources) that actively emit heat. The proposed imaging device was evaluated on a number of environmental scenarios using standard no-reference image quality measures and comparisons against the existing state-of-the-art enhancement algorithms. Qualitative results obtained from the survey of 11 subjects are also provided. The quantitative evaluations show that, on average, images acquired by the developed camera provide better perception quality in 75% of tested cases. According to qualitative evaluations, images acquired by the developed camera provide better perception quality in 69% of tested cases. The obtained results verify the usability of the developed low-cost device for a range of applications where thermal imaging is needed. MDPI 2023-05-09 /pmc/articles/PMC10220945/ /pubmed/37430496 http://dx.doi.org/10.3390/s23104582 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Stančić, Ivo
Kuzmanić Skelin, Ana
Musić, Josip
Cecić, Mojmil
The Development of a Cost-Effective Imaging Device Based on Thermographic Technology
title The Development of a Cost-Effective Imaging Device Based on Thermographic Technology
title_full The Development of a Cost-Effective Imaging Device Based on Thermographic Technology
title_fullStr The Development of a Cost-Effective Imaging Device Based on Thermographic Technology
title_full_unstemmed The Development of a Cost-Effective Imaging Device Based on Thermographic Technology
title_short The Development of a Cost-Effective Imaging Device Based on Thermographic Technology
title_sort development of a cost-effective imaging device based on thermographic technology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220945/
https://www.ncbi.nlm.nih.gov/pubmed/37430496
http://dx.doi.org/10.3390/s23104582
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