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Assessment of Digital Image Correlation Measurement Errors: Methodology and Results

Authors :
Marina Fazzini
Yves Surrel
Pascal Doumalin
Pierre Vacher
Jean-Christophe Dupré
Fabrice Brémand
Jean-José Orteu
Jérôme Molimard
Bertrand Wattrisse
Michel Bornert
Michel Grédia
François Hild
Sébastien Mistou
Laurent Robert
Laboratoire de mécanique des solides (LMS)
École polytechnique (X)-MINES ParisTech - École nationale supérieure des mines de Paris
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire Génie de Production (LGP)
Ecole Nationale d'Ingénieurs de Tarbes
Laboratoire de Mécanique et Ingénieries (LAMI)
Institut Français de Mécanique Avancée (IFMA)-Université Blaise Pascal - Clermont-Ferrand 2 (UBP)
Laboratoire de Mécanique et Technologie (LMT)
École normale supérieure - Cachan (ENS Cachan)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire Hubert Curien [Saint Etienne] (LHC)
Institut d'Optique Graduate School (IOGS)-Université Jean Monnet [Saint-Étienne] (UJM)-Centre National de la Recherche Scientifique (CNRS)
Centre de Recherche Outillages, Matériaux et Procédés (CROMeP)
IMT École nationale supérieure des Mines d'Albi-Carmaux (IMT Mines Albi)
Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT)
Visuol technologies (Metz, France)
Laboratoire SYstèmes et Matériaux pour la MEcatronique (SYMME)
Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])
ThermoMécanique des Matériaux (ThM2)
Laboratoire de Mécanique et Génie Civil (LMGC)
Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)
Ecole Nationale Supérieure des Mines de Saint-Etienne - ENSMSE (FRANCE)
Ecole Normale Supérieure de Cachan - ENS Cachan (FRANCE)
Ecole nationale supérieure des Mines d'Albi-Carmaux - IMT Mines Albi (FRANCE)
Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université Blaise Pascal - UBP (FRANCE)
Université de Montpellier 2 (FRANCE)
Université de Poitiers (FRANCE)
Ecole Polytechnique (FRANCE)
Université de Savoie Mont Blanc - USMB (FRANCE)
Visuol Technologies (FRANCE)
Laboratoire SYstèmes et Matériaux pour la MEcatronique - SYMME (Annecy, France)
École polytechnique (X)-Mines Paris - PSL (École nationale supérieure des mines de Paris)
Ecole Nationale d'Ingénieurs de Tarbes (ENIT)
Institut National Polytechnique (Toulouse) (Toulouse INP)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université de Toulouse (UT)-Université de Toulouse (UT)
Laboratoire Hubert Curien (LHC)
Institut d'Optique Graduate School (IOGS)-Université Jean Monnet - Saint-Étienne (UJM)-Centre National de la Recherche Scientifique (CNRS)
Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Source :
Experimental Mechanics, Experimental Mechanics, Society for Experimental Mechanics, 2009, 49, pp.353-370. ⟨10.1007/s11340-008-9204-7⟩, Experimental Mechanics, 2009, 49, pp.353-370. ⟨10.1007/s11340-008-9204-7⟩
Publication Year :
2008
Publisher :
Springer Science and Business Media LLC, 2008.

Abstract

International audience; Optical full-field measurement methods such as Digital Image Correlation (DIC) are increasingly used in the field of experimental mechanics, but they still suffer from a lack of information about their metrological performances. To assess the performance of DIC techniques and give some practical rules for users, a collaborative work has been carried out by the Workgroup "Metrology" of the French CNRS research network 2519 "MCIMS (Mesures de Champs et Identification en Mécanique des Solides / Full-field measurement and identification in solid mechanics, http://www.ifma.fr/lami/gdr2519)". A methodology is proposed to assess the metrological performances of the image processing algorithms that constitute their main component, the knowledge of which being required for a global assessment of the whole measurement system. The study is based on displacement error assessment from synthetic speckle images. Series of synthetic reference and deformed images with random patterns have been generated, assuming a sinusoidal displacement field with various frequencies and amplitudes. Displacements are evaluated by several DIC packages based on various formulations and used in the French community. Evaluated displacements are compared with the exact imposed values and errors are statistically analyzed. Results show general trends rather independent of the implementations but strongly correlated with the assumptions of the underlying algorithms. Various error regimes are identified, for which the dependence of the uncertainty with the parameters of the algorithms, such as subset size, gray level interpolation or shape functions, is discussed.

Details

ISSN :
17412765 and 00144851
Volume :
49
Database :
OpenAIRE
Journal :
Experimental Mechanics
Accession number :
edsair.doi.dedup.....e70b5656917376ea44c642f6214f9598