cuPARE: parametric reconstruction of curved fibres from glass fibre-reinforced composites

Autor:	Tim Elberfeld, Bernhard Fröhler, Christoph Heinzl, Jan Sijbers, Jan De Beenhouwer
Rok vydání:	2022
Předmět:	Mechanics of Materials Physics Mechanical Engineering General Physics and Astronomy General Materials Science
Zdroj:	Nondestructive testing and evaluation
ISSN:	1477-2671 1058-9759
Popis:	A new framework for the parametric reconstruction of curved fibres from glass fibre-reinforced composite X-ray computed tomography data is proposed. It allows us to detect fibres in a fibre-reinforced polymer sample from a low-dose, low resolution computed tomography scan. An efficient curve representation is then used for each detected fibre, of which the parameters are estimated directly from few 2D high-resolution projection images. The framework is validated on both simulated and real data of glass fibre-reinforced polymers. The generated results demonstrate that it is robust to noise and requires less than 10 high-resolution projections to obtain reasonable fibre estimates. The method can also improve upon existing estimation frameworks relying on full 3D scans.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::03aef158a3123604278c39351287017d https://doi.org/10.1080/10589759.2022.2155647 Zobrazit plný text záznamu