2019
DOI: 10.1016/j.cemconcomp.2019.103336
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The colours of concrete as seen by X-rays and neutrons

Abstract: Both x-ray tomography and neutron tomography give very detailed insight in the microstructure of concrete. However, their different contrasts, due to different compositional sensitivities, make one modality more relevant for some features. The present study shows that both types of images acquired on the same specimen may be registered onto each other, after the statistical joint distribution of absorption coefficients has been learned. A Gaussian mixture model has been used to identify up to five different ph… Show more

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Cited by 26 publications
(16 citation statements)
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“…This toolkit provides tools to measure the deformation between two images/volumes. A robust registration tool based on the same-modality version of Tudisco, Jailin, et al (2017) is provided, as well as some cutting edge tools such as multi-modal registration that implements Roubin, Andò, & Roux (2019). A version of Global-DVC as per Mendoza, Neggers, Hild, & Roux (2019) is in the process of being developed.…”
Section: Discussionmentioning
confidence: 99%
“…This toolkit provides tools to measure the deformation between two images/volumes. A robust registration tool based on the same-modality version of Tudisco, Jailin, et al (2017) is provided, as well as some cutting edge tools such as multi-modal registration that implements Roubin, Andò, & Roux (2019). A version of Global-DVC as per Mendoza, Neggers, Hild, & Roux (2019) is in the process of being developed.…”
Section: Discussionmentioning
confidence: 99%
“…To this end a "multimodal registration" tool is used as first presented in Tudisco et al (2017) and subsequently developed in Roubin et al (2019). The inherent linearisation of the problem requires a good initial guess of the solution for registration to converge.…”
Section: Multimodal Registrationmentioning
confidence: 99%
“…Neutron tomography has recently been shown to be a promising alternative technique to X-ray tomography for the evaluation of bone tissue in close proximity to a metallic implant (Isaksson et al, 2017;Le Cann et al, 2017;Guillaume et al, 2021;Törnquist et al, 2021). Neutrons interact differently with matter compared to X-rays, which translates into an alternative contrast between materials, that is, not correlated with X-ray attenuation values (Bilheux et al, 2009;Roubin et al, 2019;Tengattini et al, 2021). Since most metals used for medical implants (e.g., steel and titanium) are rather transparent when imaged with neutrons, no adverse effects on image quality are seen at the bone-implant interface (Isaksson et al, 2017) (Figure 1B).…”
Section: Introductionmentioning
confidence: 99%