Quantitative dual-energy micro-CT with a photon-counting detector for material science and non-destructive testing

PLoS One. 2019 Jul 17;14(7):e0219659. doi: 10.1371/journal.pone.0219659. eCollection 2019.

Abstract

The recent progress in photon-counting detector technology using high-Z semiconductor sensors provides new possibilities for spectral x-ray imaging. The benefits of the approach to extract spectral information directly from measurements in the projection domain are very advantageous for material science studies with x-rays as polychromatic artifacts like beam-hardening are handled properly. Since related methods require accurate knowledge of all energy-dependent system parameters, we utilize an adapted semi-empirical model, which relies on a simple calibration procedure. The method enables a projection-based decomposition of photon-counting raw-data into basis material projections. The objective of this paper is to investigate the method's performance applied to x-ray micro-CT with special focus on applications in material science and non-destructive testing. Projection-based dual-energy micro-CT is shown to be of good quantitative accuracy regarding material properties such as electron densities and effective atomic numbers. Furthermore, we show that the proposed approach strongly reduces beam-hardening artifacts and improves image contrast at constant measurement time.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Artifacts
  • Calibration
  • Electrons
  • Equipment Design
  • Image Processing, Computer-Assisted
  • Materials Science
  • Models, Theoretical
  • Phantoms, Imaging
  • Photons*
  • Reproducibility of Results
  • X-Ray Microtomography / instrumentation*
  • X-Ray Microtomography / methods*

Grants and funding

T.S., S.E., K.M., M.D. and F.P. were partially funded by the Deutsche Forschungsgesellschaft (DFG) - Gottfried Wilhelm Leibniz program, the Deutsche Forschungsgesellschaft (DFG) - TUM Institute for Advanced Study, funded by the German Excellence Initiative, and the Deutsche Forschungsgesellschaft (DFG) - Research Training Network GRK 2274. MITOS GmbH provided support in the form of salaries for author M.E., but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the ‘author contributions’ section.