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Performance of global look-up table strategy in digital image correlation with cubic B-spline interpolation and bicubic interpolation

Authors :
Zhiwei Pan
Wei Chen
Zhenyu Jiang
Liqun Tang
Yiping Liu
Zejia Liu
Source :
Theoretical and Applied Mechanics Letters, Vol 6, Iss 3, Pp 126-130 (2016)
Publication Year :
2016
Publisher :
Elsevier, 2016.

Abstract

Global look-up table strategy proposed recently has been proven to be an efficient method to accelerate the interpolation, which is the most time-consuming part in the iterative sub-pixel digital image correlation (DIC) algorithms. In this paper, a global look-up table strategy with cubic B-spline interpolation is developed for the DIC method based on the inverse compositional Gauss–Newton (IC-GN) algorithm. The performance of this strategy, including accuracy, precision, and computation efficiency, is evaluated through a theoretical and experimental study, using the one with widely employed bicubic interpolation as a benchmark. The global look-up table strategy with cubic B-spline interpolation improves significantly the accuracy of the IC-GN algorithm-based DIC method compared with the one using the bicubic interpolation, at a trivial price of computation efficiency.

Details

Language :
English
ISSN :
20950349
Volume :
6
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Theoretical and Applied Mechanics Letters
Publication Type :
Academic Journal
Accession number :
edsdoj.4b5e4cb242554d119faa4f942a89def3
Document Type :
article
Full Text :
https://doi.org/10.1016/j.taml.2016.04.003