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An innovative binocular vision-based method for displacement measurement in membrane structures

  • Ping Liu
  • , Li Wenrui
  • , Chayut Ngamkhanong*
  • , Sakdirat Kaewunruen
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

This article presents a new binocular vision method for accurate deformation measurements of flexible membrane structures. Using enhanced marker points on the membrane, the method identifies areas for displacement measurements, filtering out unwanted image features with scale-invariant feature transform and threshold correlation. It integrates Canny edge recognition and quadratic weighted averaging for precise positioning of measurement points. By comparing reference images and utilizing the principle of minimum distance between matching points, the method achieves fast matching and determines the three-dimensional coordinates of marker points, enhancing measurement efficiency and robustness. This approach has been empirically tested on membrane structures, providing new insights. The results highlight that our novel algorithm can achieve high-precision measurements down to millimeters, and its accuracy increases with the actual displacement of the membrane structure. Notably, this groundbreaking measurement method remains unaffected by the form of the membrane surface, addressing a long-standing challenge in the field.
Original languageEnglish
Article number20240004
Number of pages16
JournalNonlinear Engineering
Volume13
Issue number1
DOIs
Publication statusPublished - 24 Apr 2024

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  2. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production

Keywords

  • binocular vision
  • image matching
  • multi-point deformation measurement
  • membrane structures

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