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Theoretical Analysis on the Measurement Errors of Local 2D DIC: Part I Temporal and Spatial Uncertainty Quantification of Displacement Measurements
Author(s) -
Wang Y.,
Lava P.,
Reu P.,
Debruyne D.
Publication year - 2016
Publication title -
strain
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.477
H-Index - 47
eISSN - 1475-1305
pISSN - 0039-2103
DOI - 10.1111/str.12173
Subject(s) - subpixel rendering , displacement (psychology) , digital image correlation , interpolation (computer graphics) , observational error , measurement uncertainty , mathematics , noise (video) , digital image , algorithm , image (mathematics) , optics , image processing , computer science , computer vision , statistics , physics , pixel , psychology , psychotherapist
This paper presents a theoretical uncertainty quantification of displacement measurements by subset‐based 2D‐digital image correlation. A generalised solution to estimate the random error of displacement measurement is presented. The obtained solution suggests that the random error of displacement measurements is determined by the image noise, the summation of the intensity gradient in a subset, the subpixel part of displacement, and the interpolation scheme. The proposed method is validated with virtual digital image correlation tests.