RT conference output
T1 Multifractal Analysis of Thermal Images of Electronic Devices in Different Colour Profiles
A1 Díaz Jiménez, Marina
A1 Torre Macías, Juan Carlos de la
A1 Jareño Dorado, Javier
A1 Ruiz Villalobos, Patricia
A1 Dorronsoro Díaz, Bernabé
A1 Pavón Domínguez, Pablo
A2 Ingeniería Informática
A2 Ingeniería Mecánica y Diseño Industrial
K1 Multifractal analysis
K1 thermal images
K1 colour formats
K1 box-counting
K1 colour images
AB Nowadays, there are many methods for analysing images. Among them, a multifractal approach is able to characterise images in terms of the complexity of patterns they contain. However, multifractal methods are very sensitive to small changes in colour images. This study presents a preliminary study for the accurate characterisation of electronic devices in terms of heat dissipation using multifractal analysis. Specifically, a novel methodology using multifractal approach is proposed to characterise images in different colour formats: Grey-Scale, Red-Green-Blue (RGB), Cyan-Magenta-Yellow-Key (CMYK), Hue-Saturation-Value (HSV) and Hue-Saturation-Intensity (HSI), and the results are compared. For this purpose, thermal images of a Pi3 Raspbian Desktop board are analysed with the aim of finding out the results of the multifractal analysis on different areas of the board. Multifractal analysis is carried out through the box-counting method and the method of moments, since they allow to extract the main multifractal parameters, such as, the generalised dimensions function, D(q) and the degree of multifractality, ∆D(q). The results obtained show that both scaling properties and multifractal parameters vary according to the colour format, i.e., the same image exhibits different multifractal properties depending on the colour format.
PB IARIA / ThinkMind
SN 978-1-68558-107-7
SN 2308-4499
YR 2023
FD 2023
LK http://hdl.handle.net/10498/39675
UL http://hdl.handle.net/10498/39675
LA eng
DS Repositorio Institucional de la Universidad de Cádiz
RD 05-nov-2026