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 :
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