Effects of fast x-ray cone-beam tomographic measurement on dimensional metrology

被引:3
|
作者
Rossides, Charalambos [1 ]
Towsyfyan, Hossein [2 ]
Biguri, Ander [3 ]
Deyhle, Hans [4 ]
Lindroos, Reuben [5 ]
Mavrogordato, Mark [1 ]
Boardman, Richard [1 ]
Sun, Wenjuan [6 ]
Blumensath, Thomas [1 ,2 ]
机构
[1] Univ Southampton, VIS Xray Imaging Ctr, Southampton SO17 1BJ, Hants, England
[2] Univ Southampton, Inst Sound & Vibrat Res, Southampton SO17 1BJ, Hants, England
[3] Univ Cambridge, Dept Appl Math & Theoret Phys, Cambridge CB3 0WA, England
[4] Diamond Light Source Ltd, Harwell Sci & Innovat Campus, Didcot OX11 0DE, Oxon, England
[5] Univ Bath, Dept Comp Sci, Bath BA2 7AY, Avon, England
[6] Natl Phys Lab, Hampton Rd, Teddington TW11 0LW, Middx, England
基金
英国工程与自然科学研究理事会;
关键词
x-ray tomography; dimensional metrology; conjugate gradient least squares; total variation constraints; iterative reconstruction; COMPUTED-TOMOGRAPHY; CT DATA; CMM; MACHINE;
D O I
10.1088/1681-7575/ac7926
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
X-ray computed tomography (XCT) is increasingly used for dimensional metrology, where it can offer accurate measurements of internal features that are not accessible with other techniques. However, XCT scanning can be relatively slow, which often prevents routine uptake for many applications. This paper explores the feasibility of improving the speed of XCT measurements while maintaining the quality of the dimensional measurements derived from reconstructed volumes. In particular, we compare two approaches to fast XCT acquisition, the use of fewer XCT projections as well as the use of shortened x-ray exposure times for each projection. The study shows that the additional Poisson noise produced by reducing the exposure for each projection has significantly less impact on dimensional measurements compared to the artefacts associated with strategies that take fewer projection images, leading to about half the measurement error variability. Advanced reconstruction algorithms such as the conjugate gradient least squares method or total variation constrained approaches, are shown to allow further improvements in measurement speed, though this can come at the cost of increased measurement bias (e.g. 2.8% increase in relative error in one example) and variance (e.g. 25% in the same example).
引用
收藏
页数:11
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