Title :
Analysis of entropy and fractal dimension to classify the hydrophobicity in polymeric insulators
Author :
Thomazini, D. ; Gelfuso, M.V. ; Altafim, R.A.C.
Author_Institution :
Mater. & Electron. Instrum. Lab., Univ. of Fortaleza, Fortaleza
Abstract :
The aim of this work was classify the hydrophobicity in high power polymeric insulators using digital image processing. To analyze the texture of these images it had been used the calculation of the fractal dimension and entropy that had been compared with the guide of the STRI comparing to contact angle on silicon rubber surfaces. In a way to avoid gradient illuminations caused by natural conditions or contrast variations during analyzes, various kinds of images were produced: as taken from camera, using histogram equalization, White Top-Hat filter and edge detection by Sobel operator. In such a way it was possible to obtain a mathematical relation and to compare these results with those ones published by other researchers, presenting the reliability of this method.
Keywords :
edge detection; entropy; fractals; hydrophobicity; image texture; organic insulating materials; polymer insulators; Sobel operator; White Top-Hat filter; digital image processing; edge detection; high power polymeric insulators; histogram equalization; hydrophobicity; image texture; silicon rubber surfaces; Digital images; Entropy; Fractals; Image analysis; Image texture analysis; Plastic insulation; Polymers; Rubber; Silicon; Surface texture;
Conference_Titel :
Electrical Insulating Materials, 2008. (ISEIM 2008). International Symposium on
Conference_Location :
Mie
Print_ISBN :
978-4-88686-005-7
Electronic_ISBN :
978-4-88686-006-4
DOI :
10.1109/ISEIM.2008.4664551