Abstract
Purpose: Propagation-based x-ray imaging (PBI) is a phase-contrast technique that is employed in high-resolution imaging by introducing some distance between sample and detector. PBI causes characteristic intensity fringes that have to be processed with appropriate phase-retrieval algorithms, which has historically been a difficult task for objects composed of several different materials. Spectral x-ray imaging has been introduced to PBI to overcome this issue and to potentially utilize the spectral nature of the data for material-specific imaging. We aim to explore the potential of spectral PBI in three-dimensional computed tomography (CT) imaging in this work. Approach: We demonstrate phase-retrieval for experimental high-resolution spectral propagation-based CT data of a simple two-component sample, as well as a multimaterial capacitor test sample. Phase-retrieval was performed using an algorithm based on the Alvarez-Macovski model. Virtual monochromatic (VMI) and effective atomic number images were calculated after phase-retrieval. Results: Phase-retrieval results from the spectral data set show a distinct gray-level for each material with no residual phase-contrast fringes. Several representations of the phase-retrieved data are provided. The VMI is used to display an attenuation-equivalent image at a chosen display energy of 80 keV, to provide good separation of materials with minimal noise. The effective atomic number image shows the material composition of the sample. Conclusions: Spectral photon-counting detector technology has already been shown to be compatible with spectral PBI, and there is a foreseeable need for robust phase-retrieval in high-resolution, spectral x-ray CT in the future. Our results demonstrate the feasibility of phase-retrieval for spectral PBI CT.
| Original language | English |
|---|---|
| Article number | 031506 |
| Journal | Journal of Medical Imaging |
| Volume | 9 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 1 May 2022 |
Keywords
- computed tomography
- effective atomic number
- electron density
- phase retrieval
- spectral imaging
- x-ray phase contrast
Projects
- 3 Finished
-
Dynamic Multi-modal X-ray Imaging
Morgan, K. (Primary Chief Investigator (PCI))
ARC - Australian Research Council
1/01/19 → 31/12/24
Project: Research
-
Imaging the Invisible
Kitchen, M. (Primary Chief Investigator (PCI)), Hooper, S. (Chief Investigator (CI)) & Morgan, K. (Chief Investigator (CI))
ARC - Australian Research Council, Monash University
25/06/17 → 31/12/20
Project: Research
-
An X-ray Revolution: Changing the game of non-destructing testing
Kitchen, M. (Primary Chief Investigator (PCI))
ARC - Australian Research Council, Monash University
1/01/17 → 31/12/20
Project: Research
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