Study of the Materials Microstructure using Topological Properties of Complex Networks

Study of the Materials Microstructure using Topological Properties of Complex Networks

Bibliographic Details
Parent link:IOP Conference Series: Materials Science and Engineering
Vol. 135 : Issues of Physics and Technology in Science, Industry and Medicine.— 2016.— [012040, 4 p.]
Main Author: Semenow M. E. Michael Evgeniewich
Corporate Authors: Национальный исследовательский Томский политехнический университет (ТПУ) Физико-технический институт (ФТИ) Кафедра высшей математики и математической физики (ВММФ), Национальный исследовательский Томский политехнический университет (ТПУ) Институт социально-гуманитарных технологий (ИСГТ) Кафедра иностранных языков (ИЯСГТ)
Other Authors: Lelushkina (Lelyushkina) K. S. Kira Sergeevna
Summary:Title screen
A method for mapping a two-dimensional color image of the microstructure of the material to a complex network is proposed. Each image elements is assigned to node network. A weighted combination of distance metrics - the Euclidean distance and the Manhattan distance - defines whether there is or not an edge between corresponding nodes. The first metric is used to calculate the spatial distance between the picture elements (pixels), the second metric takes into account the contrast between the brightness of pixels in the gray scale. On the basis of the topological properties of the constructed network the edge pixels were detected that allows us to identify the border areas in the microstructure of materials. The proposed method can be used in automated systems of materialographic analysis.
Language:English
Published: 2016
Subjects:
электронный ресурс
труды учёных ТПУ
микроструктуры
топологические свойства
сложные сети
цветные изображения
теория графов
Online Access:http://dx.doi.org/10.1088/1757-899X/135/1/012040
http://earchive.tpu.ru/handle/11683/34829
Format: Electronic Book Chapter
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=650321

Similar Items

Similar Items