Quantitative Analysis of Composite Polymeric Membrane Structure Using Contour Morphological Heterogeneity Functions

We have developed a quantitative method for characterizing the actual multilayer polymer material-made membranes’ architecture with a computer analysis of their scanning electron microscopy (SEM) images. The proposed approach consists of contour morphological heterogeneity function (CMHF) calculations. The approbation was carried out on polysulfone, polytetrafluoroethylene and polyimide-made membranes. The corresponding CMHF series were computed for different depths. It was possible to identify the structural zones’ location for all the considered membranes. The developed technique provides the possibility of standardizing the SEM images’ analysis and determining the thicknesses of the surface, transition and volumetric layers of filtering and separating equipment elements. The suggested algorithm can automate the membrane’s structure and architecture metrological analysis with computer vision techniques.

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Publication Details

Journal
Polymers
Published
2026-07-27
DOI
https://doi.org/10.3390/polym18151831
Primary Topic
Advanced Theoretical and Applied Studies in Material Sciences and Geometry
Type
article
Field-Weighted Citation Impact
0.00

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article

Quantitative Analysis of Composite Polymeric Membrane Structure Using Contour Morphological Heterogeneity Functions

В. В. Назаров, Fedor Doronin, Г. О. Рытиков, Yuriy Rudyak et al.
Polymers
Advanced Theoretical and Applied Studies in Material Sciences and Geometry
article

Quantitative Analysis of Composite Polymeric Membrane Structure Using Contour Morphological Heterogeneity Functions

В. В. Назаров, Fedor Doronin, Г. О. Рытиков, Yuriy Rudyak, Alexander Tarasov, Andrey Evdokimov
article en

Abstract

We have developed a quantitative method for characterizing the actual multilayer polymer material-made membranes’ architecture with a computer analysis of their scanning electron microscopy (SEM) images. The proposed approach consists of contour morphological heterogeneity function (CMHF) calculations. The approbation was carried out on polysulfone, polytetrafluoroethylene and polyimide-made membranes. The corresponding CMHF series were computed for different depths. It was possible to identify the structural zones’ location for all the considered membranes. The developed technique provides the possibility of standardizing the SEM images’ analysis and determining the thicknesses of the surface, transition and volumetric layers of filtering and separating equipment elements. The suggested algorithm can automate the membrane’s structure and architecture metrological analysis with computer vision techniques.

PolymersVol. 18(15)
Vladimir State University (RU), Moscow Polytechnic University (RU)
Russian Science Foundation
Openalex Percentile: Top 16%
Advanced Theoretical and Applied Studies in Material Sciences and Geometry
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Quantitative Analysis of Composite Polymeric Membrane Structure Using Contour Morphological Heterogeneity Functions — В. В. Назаров, Fedor Doronin, et al. · Polymers (2026) | TGRS Research Map | TGRS