Static coded illumination strategies for low-dose x-ray material decomposition

Date
2022-01-20
Authors
Cuadros, Angela P.
Restrepo, Carlos M.
Noël, Peter
Arce, Gonzalo R.
Journal Title
Journal ISSN
Volume Title
Publisher
Applied Optics
Abstract
Static coded aperture x-ray tomography was introduced recently where a static illumination pattern is used to interrogate an object with a low radiation dose, from which an accurate 3D reconstruction of the object can be attained computationally. Rather than continuously switching the pattern of illumination with each view angle, as traditionally done, static code computed tomography (CT) places a single pattern for all views. The advantages are many, including the feasibility of practical implementation. This paper generalizes this powerful framework to develop single-scan dual-energy coded aperture spectral tomography that enables material characterization at a significantly reduced exposure level. Two sensing strategies are explored: rapid kV switching with a single-static block/unblock coded aperture, and coded apertures with non-uniform thickness. Both systems rely on coded illumination with a plurality of x-ray spectra created by kV switching or 3D coded apertures. The structured x-ray illumination is projected through the objects of interest and measured with standard x-ray energy integrating detectors. Then, based on the tensor representation of projection data, we develop an algorithm to estimate a full set of synthesized measurements that can be used with standard reconstruction algorithms to accurately recover the object in each energy channel. Simulation and experimental results demonstrate the effectiveness of the proposed cost-effective solution to attain material characterization in low-dose dual-energy CT.
Description
Copyright 2022 Optica Publishing Group. One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this paper for a fee or for commercial purposes, or modifications of the content of this paper are prohibited. This article was originally published in Applied Optics. The version of record is available at: https://doi.org/10.1364/AO.446104. This article will be embargoed until 01/20/2023.
Keywords
Citation
Angela P. Cuadros, Carlos M. Restrepo, Peter Noël, and Gonzalo R. Arce, "Static coded illumination strategies for low-dose x-ray material decomposition," Appl. Opt. 61, C107-C115 (2022)