X-ray tomography and coordinate metrology benchmark for internal cavities in additively manufactured alloys

Abstract X-ray computed tomography (CT) is widely used for dimensional inspection of inaccessible internal geometry, but multi-modal public benchmark datasets with reference metrology remain scarce, particularly for internal cavities. This paper releases a CT--coordinate measuring machine (CMM) benchmark for wall-thickness measurements using CT surface extraction of an artefact with a complex internal cavity that is disassembled for tactile probing. Four cases span Ti-6Al-4V and Inconel 625 in rough and chemically milled states. Each case includes nominal computer-aided design (CAD) geometry aligned to the CT reconstruction, CT projections, reconstructed volumes, CT surface segmentations, CMM point clouds with predefined thickness-pair vectors, and derived surface- and thickness-deviation labels. The paper defines the benchmark tasks and reporting convention and reports baseline results for reconstruction-based and CAD-informed routes. The benchmark permits validation of CT-based dimensional metrology in noisy and clean environments, including CAD-constrained surface reconstruction approaches that work entirely in projection space, such as elastic registration.

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Publication Details

Journal
Research Square
Published
2026-11-04
DOI
https://doi.org/10.21203/rs.3.rs-11393438/v1
Primary Topic
Advanced Measurement and Metrology Techniques
Type
preprint
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preprint

X-ray tomography and coordinate metrology benchmark for internal cavities in additively manufactured alloys

François Guibault, Hristo Valtchanov, Vladimir Braïlovski, Josselin Paccoud et al.
Research Square
Advanced Measurement and Metrology Techniques
preprint

X-ray tomography and coordinate metrology benchmark for internal cavities in additively manufactured alloys

François Guibault, Hristo Valtchanov, Vladimir Braïlovski, Josselin Paccoud, Eric Fournier
preprint en

Abstract

Abstract X-ray computed tomography (CT) is widely used for dimensional inspection of inaccessible internal geometry, but multi-modal public benchmark datasets with reference metrology remain scarce, particularly for internal cavities. This paper releases a CT--coordinate measuring machine (CMM) benchmark for wall-thickness measurements using CT surface extraction of an artefact with a complex internal cavity that is disassembled for tactile probing. Four cases span Ti-6Al-4V and Inconel 625 in rough and chemically milled states. Each case includes nominal computer-aided design (CAD) geometry aligned to the CT reconstruction, CT projections, reconstructed volumes, CT surface segmentations, CMM point clouds with predefined thickness-pair vectors, and derived surface- and thickness-deviation labels. The paper defines the benchmark tasks and reporting convention and reports baseline results for reconstruction-based and CAD-informed routes. The benchmark permits validation of CT-based dimensional metrology in noisy and clean environments, including CAD-constrained surface reconstruction approaches that work entirely in projection space, such as elastic registration.

Research Square
Polytechnique Montréal (CA), École de Technologie Supérieure (CA)
Advanced Measurement and Metrology Techniques
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