MetaTracts - A method for robust extraction and visualization of carbon fiber bundles in fiber reinforced composites

Arindam Bhattacharya, Christoph Heinzl, Artem Amirkhanov, Johann Kastner, Rafe Wenger

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

10 Citations (Scopus)

Abstract

This work introduces MetaTracts, a novel method for extracting and visualizing individual fiber bundles and weaving patterns from X-ray computed tomography (XCT) scans of endless carbon fiber reinforced polymers (CFRP). The proposed work flow is designed to analyze unit cells of CFRP materials integrating the recurring weaving pattern. It is designed to handle XCT scans of low resolution, in which individual fibers are not visible or are barely visible. First, a coarse version of integral curves is used to trace subsections of the individual fiber bundles in the woven CFRP materials. We call these sections MetaTracts. In the second step, these extracted fiber bundle sections (MetaTracts) are clustered using a two-step approach: first by orientation, then by proximity. The tool can generate volumetric representations as well as surface models of the extracted fiber bundles to be exported for further analysis. We evaluate the proposed work flow on a number of real world datasets and demonstrate that MetaTracts effectively and robustly identifies and separates different fiber bundles.

Original languageEnglish
Title of host publication2015 IEEE Pacific Visualization Symposium, PacificVis 2015 - Proceedings
EditorsShigeo Takahashi, Shixia Liu, Gerik Scheuermann
Pages191-198
Number of pages8
ISBN (Electronic)9781467368797
DOIs
Publication statusPublished - 14 Jul 2015
EventIEEE Pacific Visualization Symposium (PacificVis), 2015 - Hangzhou, China, China
Duration: 14 Apr 201517 Apr 2015
http://www.cad.zju.edu.cn/home/pvis2015/

Publication series

NameIEEE Pacific Visualization Symposium
Volume2015-July
ISSN (Print)2165-8765
ISSN (Electronic)2165-8773

Conference

ConferenceIEEE Pacific Visualization Symposium (PacificVis), 2015
CountryChina
CityHangzhou, China
Period14.04.201517.04.2015
Internet address

Keywords

  • I.3.8 [COMPUTER GRAPHICS]: Applications
  • I.4.9 [IMAGE PROCESSING AND COMPUTER VISION]: Applications

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