Determinations of bubble size distribution of foam-fibre mixture using circular hough transform

Research output: Contribution to journalArticleScientificpeer-review

20 Citations (Scopus)

Abstract

The aim of our work is to broaden the current knowledge of foam-fibre systems. This article focuses on the determination of the bubble size distribution (BSD) of foam containing cellulose fibres. It is well known that BSD has a powerful effect on a wide range of foam properties. The Circular Hough Transform was used in this study as the pattern recognition algorithm, in conjunction with a non-biased rule for sampling partially visible bubbles in an image. This algorithm is suitable for wet foams with almost spherical bubbles. We used a cuvette, with an internal diameter of 1.6 mm, for foam collection. We showed that images of the foam must be acquired within 30 s of collection of the foam sample and that bubbles with a radius larger than 25 µm can be recognised with this technique. The number of images needed to estimate the BSD of wet foam was four i.e. the diameters of 400-800 bubbles per trial point were measured. The Sauter mean radius r[3,2] was used for characterising the BSD of foam. We tested our method using several sets of images. Quantitative determination of the BSD of foam-fibre mixture is possible using the measurement and image analysis method developed in this study. This method can also be used to study foams created using different combinations of surfactants, fibres and additives.
Original languageEnglish
Pages (from-to)930-939
Number of pages9
JournalNordic Pulp and Paper Research Journal
Volume27
Issue number5
DOIs
Publication statusPublished - 2012
MoE publication typeA1 Journal article-refereed

Fingerprint

Hough transforms
bubbles
foams
foam
Foams
bubble
transform
Fibers
fibre
cellulosic fibers
pattern recognition
methodology
Surface-Active Agents
surfactants
Cellulose
image analysis
Image analysis
Pattern recognition
surfactant
cellulose

Keywords

  • bubble size distribution
  • aqueous foam
  • foam-fibre mixture
  • circular hough transform
  • sodium dodecyl sulphate

Cite this

@article{cacfd1c6127e4b40a1f11a5cc5d8ac10,
title = "Determinations of bubble size distribution of foam-fibre mixture using circular hough transform",
abstract = "The aim of our work is to broaden the current knowledge of foam-fibre systems. This article focuses on the determination of the bubble size distribution (BSD) of foam containing cellulose fibres. It is well known that BSD has a powerful effect on a wide range of foam properties. The Circular Hough Transform was used in this study as the pattern recognition algorithm, in conjunction with a non-biased rule for sampling partially visible bubbles in an image. This algorithm is suitable for wet foams with almost spherical bubbles. We used a cuvette, with an internal diameter of 1.6 mm, for foam collection. We showed that images of the foam must be acquired within 30 s of collection of the foam sample and that bubbles with a radius larger than 25 µm can be recognised with this technique. The number of images needed to estimate the BSD of wet foam was four i.e. the diameters of 400-800 bubbles per trial point were measured. The Sauter mean radius r[3,2] was used for characterising the BSD of foam. We tested our method using several sets of images. Quantitative determination of the BSD of foam-fibre mixture is possible using the measurement and image analysis method developed in this study. This method can also be used to study foams created using different combinations of surfactants, fibres and additives.",
keywords = "bubble size distribution, aqueous foam, foam-fibre mixture, circular hough transform, sodium dodecyl sulphate",
author = "Timo Lappalainen and Jani Lehmonen",
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}

Determinations of bubble size distribution of foam-fibre mixture using circular hough transform. / Lappalainen, Timo; Lehmonen, Jani.

In: Nordic Pulp and Paper Research Journal, Vol. 27, No. 5, 2012, p. 930-939.

Research output: Contribution to journalArticleScientificpeer-review

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AB - The aim of our work is to broaden the current knowledge of foam-fibre systems. This article focuses on the determination of the bubble size distribution (BSD) of foam containing cellulose fibres. It is well known that BSD has a powerful effect on a wide range of foam properties. The Circular Hough Transform was used in this study as the pattern recognition algorithm, in conjunction with a non-biased rule for sampling partially visible bubbles in an image. This algorithm is suitable for wet foams with almost spherical bubbles. We used a cuvette, with an internal diameter of 1.6 mm, for foam collection. We showed that images of the foam must be acquired within 30 s of collection of the foam sample and that bubbles with a radius larger than 25 µm can be recognised with this technique. The number of images needed to estimate the BSD of wet foam was four i.e. the diameters of 400-800 bubbles per trial point were measured. The Sauter mean radius r[3,2] was used for characterising the BSD of foam. We tested our method using several sets of images. Quantitative determination of the BSD of foam-fibre mixture is possible using the measurement and image analysis method developed in this study. This method can also be used to study foams created using different combinations of surfactants, fibres and additives.

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