Title :
An Implicit Validation Approach for Digital Image Correlation Based Strain Measurements
Author :
Koljonen, Janne ; Kanniainen, Olli ; Alander, Jarmo T.
Author_Institution :
Univ. of Vaasa, Vaasa
Abstract :
A digital image correlation algorithm for strain measurements with some improvements is introduced and tested. A major problem related to strain measurements with spatial resolution is the lack of simple validation of the results as the overall strain given by the test machine is not applicable as a local strain reference estimate. An implicit error estimation approach based on statistical analysis is introduced and applied to an image test set from a uniaxial tensile test of a planar aluminum test piece. The spatial strain sampling frequency and the measurement accuracy and errors are studied, when varying a few parameters of the algorithm. An intra-validation procedure is in turn used to validate the error estimates.
Keywords :
error statistics; image processing; machine testing; mechanical engineering computing; statistical analysis; strain measurement; tensile testing; digital image correlation; error estimation; image test set; planar aluminum test piece; spatial strain sampling frequency; statistical analysis; strain measurement; uniaxial tensile test; Adaptive optics; Capacitive sensors; Digital images; Holographic optical components; Holography; Optical interferometry; Spatial resolution; Speckle; Strain measurement; Testing; deformation; error estimation; material engineering; measurements based on image;
Conference_Titel :
EUROCON, 2007. The International Conference on "Computer as a Tool"
Conference_Location :
Warsaw
Print_ISBN :
978-1-4244-0813-9
Electronic_ISBN :
978-1-4244-0813-9
DOI :
10.1109/EURCON.2007.4400299