Raphaël Fouque ; Robin Bouclier ; Jean-Charles Passieux ; Jean-Noël Périé - Photometric DIC: a unified framework for global Stereo Digital Image Correlation based on the construction of textured digital twins

jtcam:7467 - Journal of Theoretical, Computational and Applied Mechanics, August 31, 2022 - https://doi.org/10.46298/jtcam.7467
Photometric DIC: a unified framework for global Stereo Digital Image Correlation based on the construction of textured digital twinsArticle

Authors: Raphaël Fouque 1,2; Robin Bouclier ORCID3,4; Jean-Charles Passieux ORCID1; Jean-Noël Périé ORCID1

An innovative approach allowing to rigorously address surface curvature and lighting effects in Digital Image Correlation (DIC) is proposed. We draw inspiration from the research work in Computer Vision (CV) regarding the physical modelling of a camera and adopt it to bring novel and significant capabilities for full-field measurements in experimental solid mechanics. It gives rise to a unified framework for global stereo DIC that we call Photometric DIC (PhDIC). It is based on the irradiance equation that relies on physical considerations and explicit assumptions, which stands for a clear breakthrough compared to the usual grey level conservation assumption. Most importantly, it allows to define a Digital Twin of the Region of Interest, which makes it possible to compare a model with different observations (real images taken from different viewpoints). This results in a consistent formalism throughout the framework, suitable for large-deformation and large-strain displacement measurements. The potential of PhDIC is illustrated on a real case. Multi-view images are first used to measure (or scan) the shape and albedo (sometimes called intrinsic texture) of an open-hole plate. The kinematic basis considered for the displacement measurement is associated to a Finite-Element mesh. Results for the shape and albedo measurement are compared for two completely different sets of pictures. Eventually, a large displacement of the structure is measured using a well-chosen single image.


Published on: August 31, 2022
Accepted on: April 25, 2022
Submitted on: May 7, 2021
Keywords: multi-view scan,data assimilation,physically based model,finite-element digital image correlation,large deformations,lighting effects,[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing,[SPI.MECA.MEMA]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Mechanics of materials [physics.class-ph]

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Raphaël Fouque, Robin Bouclier, Jean-Charles Passieux, Jean-Noël Périé, Jean-François F Witz, et al.. Review of “Photometric DIC: A Unified Framework for Global Stereo Digital Image Correlation based on the Construction of Textured Digital Twins”. 2022. ⟨hal-03704301⟩

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