Tri-Energy CBCT: Advancing Three-Material Decomposition with One-Step Inversion

Dual-energy cone-beam computed tomography has grown in popularity as an imaging modality due to its increased image quality compared to the standard single-energy. However, dual-energy imaging has not been successful in decomposing three materials. This report presents the potential of tri-energy cone-beam computed tomography for three-material decomposition using a one-step inversion algorithm for image reconstruction and material decomposition. The majority of the work done for this study consisted of developing the one-step inversion algorithm, as well as determining the correct filters to produce the low, middle, and high mean energy x-ray spectra needed for tri-energy imaging. Both the simulated and real scans employed the same phantom setup: water containing calcium and iodine inserts. The results indicate that one-step inversion has the potential to perform a higher quality three-material decomposition with tri-energy cone-beam computed tomography than what is currently offered by dual-energy. Prospects for future research are discussed in the conclusion.

Institutions

Publication Details

Journal
UNC Libraries
Published
2025-06-18
DOI
https://doi.org/10.17615/j7zj-ee71
Primary Topic
Advanced X-ray and CT Imaging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Tri-Energy CBCT: Advancing Three-Material Decomposition with One-Step Inversion

UNC Libraries
Advanced X-ray and CT Imaging
article

Tri-Energy CBCT: Advancing Three-Material Decomposition with One-Step Inversion

article en

Abstract

Dual-energy cone-beam computed tomography has grown in popularity as an imaging modality due to its increased image quality compared to the standard single-energy. However, dual-energy imaging has not been successful in decomposing three materials. This report presents the potential of tri-energy cone-beam computed tomography for three-material decomposition using a one-step inversion algorithm for image reconstruction and material decomposition. The majority of the work done for this study consisted of developing the one-step inversion algorithm, as well as determining the correct filters to produce the low, middle, and high mean energy x-ray spectra needed for tri-energy imaging. Both the simulated and real scans employed the same phantom setup: water containing calcium and iodine inserts. The results indicate that one-step inversion has the potential to perform a higher quality three-material decomposition with tri-energy cone-beam computed tomography than what is currently offered by dual-energy. Prospects for future research are discussed in the conclusion.

UNC Libraries
University of North Carolina at Chapel Hill (US)
Affordable and clean energy
Openalex Percentile: Top 58%
Advanced X-ray and CT Imaging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Tri-Energy CBCT: Advancing Three-Material Decomposition with One-Step Inversion · UNC Libraries (2025) | TGRS Research Map | TGRS