Integrating images and thermal signals with advanced algorithms

Authors

DOI:

https://doi.org/10.46299/j.isjea.20240303.02

Keywords:

Thermal signals; video signals; complexation of signals; wavelet transformation

Abstract

This work considers possible approaches to improving the quality of image signal formation in both light and dark periods of the day, as well as reducing the impact of noise, interference, and artifacts on image signal characteristics. It is proposed to use the wavelet domain for the analysis of thermal and image signals with their subsequent possible complexation. The main features of the formation of such signals are indicated. It is shown that the proposed approach allows to improve the quality characteristics of image signals, especially in the dark period, as well as to ensure their effective processing related to filtering, compression, scaling and contrast change. A comparison of the obtained results of the proposed method with other existing similar signal processing approaches is given.

References

Lacruz Alcaraz, Ramón, Pablo García-Fogeda. "Signal Noise Filtering Using Wavelet Coefficient Temporal Correlation Techniques." AIP Conference Proceedings, vol. 2293, no. 1, 2020, 200012. https://doi.org/10.1063/5.0028948

Nakonechnyy, A.Y, Lahun, I.I, Veres, Z.Ye., Nakonechnyy, R.A, Fedak, V.I "Teoriya i praktyka obrobky syhnaliv u malokhvyl'oviy (wavelet) oblasti." Monohrafiya. Rastr – 7, 2020.

Veres Z.Ye. "Metody otsinky yakosti zobrazhen' ta shlyakhy yikh vdoskonalennya" Z.Ye Veres, AY Nakonechnyy, Komputer n i tekhnolohiyi drukarstva. – 2008.- No. 20 - S. 69-81.

Nakonechnyy A.Y “Alhoritm prostorovoho rozshirennya zobrazhen' dlya zmenshennya spotvorenn' u rukhomikh ta nerukhomikh zobrazhenniakh” A.Y Nakonechnyy, V.I Fedak, Z.Ye. Veres. Methods of controlling yakosti - 2009. - No. 23. – S. 115-119. http://elar.nung.edu.ua/handle/123456789/4242

Fedak V.I, Nakonechny A.Y “Artifacts suppression in images and video. Non-local Means as an algorithm for reducing image and video distortions" // X International PhD Workshop on Systems and Control. – Hluboka nad Vltavou, Czech Republic 2009

Fedak Volodymyr, Nakonechny Adrian “Spatio-Temporal Algorithm For Coding Artifacts Reduction In Highly Compressed Video” // Technical translations Automatic Control (AC). - No. 2. -2013

Lahun, I.I "Bahatokryterial'na optymizatsiya vyboru bazovykh funktsiy v protsesi malokhvyl'ovoho peretvorennya syhnaliv." Naukovyy zbirnyk Ukrayins'koyi akademyi drukarstva "Komputerni tekhnolohiyi drukarstva", 2017, No. 37, stor. 63–67.

http://nbuv.gov.ua/UJRN/Ktd_2017_1_10

V.H Kolobrodov, V.I Mykytenko, M.S Mamuta Otsinka efektyvnosti bahatokanalnykh optyko-elektronnykh system sposterihannia z kompleksuvanniam informatsii // Naukovi visti NTUU "KPI". – 2012. – No. 6. – S.127 – 131. http://nbuv.gov.ua/UJRN/NVKPI_2012_6_20

Mykytenko V.I, Baltabaiev M.M, Ponomarenko O.A Kompleksuvannia zobrazhen u tsilodobovykh dvokanalnykh systemakh sposterihannia, Visnyk NTUU "KPI". Seriia PRYLADOBUUDUVANNIA. – 2014 – Vyp. 48(2) – S.43-49. https://doi.org/10.20535/1970.48(2).2014.36023

R.H Vollmerhausen et al., Analysis and evaluation of sampled imaging systems. — Washington: SPIE Press, 2010, 304 p. https://doi.org/10.1117/3.853462

Rybalko M.S, Mykytenko V.I, Mamuta O.D Otsinka pokaznykiv yakosti kompleksovanykh zobarazhen v dvokanalnykh OESS // Visnyk Cherkaskoho derzhavnoho tekhnolohichnoho universytetu. — 2011. — No. 4. — S. 57-62

Kolobrodov V.H, Mykytenko V.I Kompleksuvannia informatsii v bahatokanalnykh optyko-elektronnykh systemakh sposterihannia: Monohrafiia — K.: "Avers", 2013. – 178 p. https://ela.kpi.ua/handle/123456789/26769

Young S.S Signal processing and performance analysis for imaging systems / S.S Young, R.G Driggers, E.L Jacobs. - Artech House Publisher, New York, 2008. - 304 p.

Gordiyenko, E. & Fomenko, Yu.V. & Shustakova, Galyna & Kovalov, Gennadiy & Shevchenko, S. (2024). Infrared thermal imaging camera to measure low temperature thermal fields. The Review of scientific instruments. 95. doi:10.1063/5.0188276.

Downloads

Published

2024-06-01

How to Cite

Lynnyk, M., & Nakonechnyi, A. (2024). Integrating images and thermal signals with advanced algorithms. International Science Journal of Engineering & Agriculture, 3(3), 9–20. https://doi.org/10.46299/j.isjea.20240303.02