Thickness measurement of cell walls of closed-cell foams in micro-CT images

J Microsc. 2023 Aug;291(2):145-155. doi: 10.1111/jmi.13190. Epub 2023 May 14.

Abstract

Characterising the microstructure of foams is an important task for improving foam manufacturing processes and building foam numerical models. This study proposed a method for measuring the thickness of individual cell walls of closed-cell foams in micro-CT images. It comprises a distance transform on CT images to obtain thickness information of cell walls, a watershed transform on the distance matrix to locate the midlines of cell walls, identifying the intersections of midlines of cell walls by examining how many regions each pixel on the midlines of cell walls connects with, disconnecting and numbering the midlines of cell walls, extracting the distance values of the pixels on the midlines (or midplanes) of cell walls, and calculating the thickness of individual cell walls by multiplying the extracted distance values by two. Using this method, the thickness of cell walls of a polymeric closed-cell foam was measured. It was found that cell wall thickness measured in 2D images shows larger average values (around 1.5 times) and dispersion compared to that measured in volumetric images.

Keywords: cell wall thickness; closed-cell foam; measurement; micro-CT images.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Polymers*
  • X-Ray Microtomography / methods

Substances

  • Polymers