• DocumentCode
    1723323
  • Title

    Extending Digital Image Correlation to Reconstruct Displacement and Strain Fields around Discontinuities in Geomechanical Structures under Deformation

  • Author

    Hassan, Ghulam Mubashar ; MacNish, Cara ; Dyskin, Arcady

  • Author_Institution
    Sch. of Comput. Sci. & Software Eng., Univ. of Western Australia, Crawley, WA, Australia
  • fYear
    2015
  • Firstpage
    710
  • Lastpage
    717
  • Abstract
    Reconstruction of displacement and strain fields in geomechanical structures from surface images is a challenging task. Digital Image Correlation (DIC) is a well known technique to achieve these tasks if deformation is continuous but it fails in the presence of discontinuities. This paper investigates the application of the DIC technique to displacement and strain field reconstruction in the presence of discontinuities, and presents a post-processing algorithm that leverages the convergence results in DIC to reconstruct displacement and strain fields around discontinuities with high accuracy. The proposed algorithm uses the results obtained from DIC and concentrates on the area where DIC fails. Pattern matching is conducted on the area around the discontinuities and associated displacement is found for each pixel. The proposed algorithm is tested using two different discontinuity scenarios: dislocation and fracture in structures. The results show that the proposed algorithm successfully reconstructs the displacement and strain fields to sub pixel accuracy of 1/10th of a pixel.
  • Keywords
    deformation; dislocations; fracture; image reconstruction; structural engineering computing; DIC; deformation mechanism; digital image correlation; displacement reconstruction; geomechanical structure discontinuity; strain field reconstruction; structure dislocation; structure fracture; Accuracy; Correlation; Displacement measurement; Image reconstruction; Pattern matching; Strain; Strain measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications of Computer Vision (WACV), 2015 IEEE Winter Conference on
  • Conference_Location
    Waikoloa, HI
  • Type

    conf

  • DOI
    10.1109/WACV.2015.100
  • Filename
    7045954