Effect of interpolation on noise propagation from images to DIC displacement maps

被引:28
|
作者
Blaysat, B. [1 ]
Grediac, M. [1 ]
Sur, F. [2 ]
机构
[1] Univ Blaise Pascal, Clermont Univ, Inst Pascal, UMR CNRS 6602, BP 10448, F-63000 Clermont Ferrand, France
[2] Univ Lorraine, Lab Lorrain Rech Informat & Ses Applicat, UMR CNRS 7503, CNRS INRIA Projet Magrit, F-54506 Vandoeuvre Les Nancy, France
关键词
digital image correlation; displacement maps; measurement resolution; resolution prediction; INTENSITY PATTERN NOISE; ERROR ASSESSMENT; IDENTIFICATION; UNCERTAINTY; GRADIENTS; STRAIN; BIAS;
D O I
10.1002/nme.5212
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper introduces and validates a new prediction of sensor noise propagation from images of randomly marked surfaces to displacement maps obtained by digital image correlation ( DIC). Images are indeed often affected by sensor noise, which propagates to DIC output. We consider here the 2D global DIC, for which this output is the in-plane displacement calculated at a set of nodes. Predictive formula for the resolution of the displacement at these nodes is already available in the literature. The contribution of the present paper is to revisit this formula to take into account the interpolation required by sub-pixel displacement. A generalization is also proposed to predict the displacement resolution throughout the field of view. It is then extended to several kinds of DIC. The correlation procedure is thoroughly described in order to emphasize the role of the interpolation. A numerical assessment on synthetic data validates the new prediction and shows the improvement brought about by the proposed formula. Copyright (C) 2016 John Wiley & Sons, Ltd.
引用
收藏
页码:213 / 232
页数:20
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