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
Link To Document