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An image processing approach to determination of steel fibers orientation in reinforced concrete

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

8 Citations (Scopus)

Abstract

The paper presents a preliminary study aimed to automatically determine the position and orientation of steel fibers in fiber-reinforced concrete. This is required for assessment of the relation between the methods of forming and resulting concentration, position and orientation of steel fibers. Concrete beams with various types of fibers and method of forming were scanned using Computed Tomography and the resulting volumetric images were subjected to image segmentation. From the obtained label map the position and orientation in 3D of each steel fiber were calculated. This enabled generating 4D histograms visualizing in compact form the overall orientation of the fibers. Statistical analysis showed that the orientation of the fibers exhibit exponential distribution.

Original languageEnglish
Title of host publicationInformation Technologies in Biomedicine - Third International Conference, ITIB 2012, Proceedings
Pages143-150
Number of pages8
DOIs
Publication statusPublished - 2012
Event3rd International Conference on Information Technologies in Biomedicine, ITIB 2012 - Gliwice, Poland
Duration: 11 Jun 201213 Jun 2012

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7339 LNBI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference3rd International Conference on Information Technologies in Biomedicine, ITIB 2012
Country/TerritoryPoland
CityGliwice
Period11/06/1213/06/12

Keywords

  • Computed Tomography
  • image processing
  • steel fiber reinforced concrete

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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