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Single-view geometric calibration for C-arm inverse geometry CT

Accurate and artifact-free reconstruction of tomographic images requires precise knowledge of the imaging system geometry. A projection matrix-based calibration method to enable C-arm inverse geometry CT (IGCT) is proposed. The method is evaluated for scanning-beam digital x-ray (SBDX), a C-arm moun...

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Autores principales: Slagowski, Jordan M., Dunkerley, David A. P., Hatt, Charles R., Speidel, Michael A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5358550/
https://www.ncbi.nlm.nih.gov/pubmed/28560241
http://dx.doi.org/10.1117/1.JMI.4.1.013506
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author Slagowski, Jordan M.
Dunkerley, David A. P.
Hatt, Charles R.
Speidel, Michael A.
author_facet Slagowski, Jordan M.
Dunkerley, David A. P.
Hatt, Charles R.
Speidel, Michael A.
author_sort Slagowski, Jordan M.
collection PubMed
description Accurate and artifact-free reconstruction of tomographic images requires precise knowledge of the imaging system geometry. A projection matrix-based calibration method to enable C-arm inverse geometry CT (IGCT) is proposed. The method is evaluated for scanning-beam digital x-ray (SBDX), a C-arm mounted inverse geometry fluoroscopic technology. A helical configuration of fiducials is imaged at each gantry angle in a rotational acquisition. For each gantry angle, digital tomosynthesis is performed at multiple planes and a composite image analogous to a cone-beam projection is generated from the plane stack. The geometry of the C-arm, source array, and detector array is determined at each angle by constructing a parameterized three-dimensional-to-two-dimensional projection matrix that minimizes the sum-of-squared deviations between measured and projected fiducial coordinates. Simulations were used to evaluate calibration performance with translations and rotations of the source and detector. The relative root-mean-square error in a reconstruction of a numerical thorax phantom was 0.4% using the calibration method versus 7.7% without calibration. In phantom studies, reconstruction of SBDX projections using the proposed method eliminated artifacts present in noncalibrated reconstructions. The proposed IGCT calibration method reduces image artifacts when uncertainties exist in system geometry.
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spelling pubmed-53585502018-03-20 Single-view geometric calibration for C-arm inverse geometry CT Slagowski, Jordan M. Dunkerley, David A. P. Hatt, Charles R. Speidel, Michael A. J Med Imaging (Bellingham) Physics of Medical Imaging Accurate and artifact-free reconstruction of tomographic images requires precise knowledge of the imaging system geometry. A projection matrix-based calibration method to enable C-arm inverse geometry CT (IGCT) is proposed. The method is evaluated for scanning-beam digital x-ray (SBDX), a C-arm mounted inverse geometry fluoroscopic technology. A helical configuration of fiducials is imaged at each gantry angle in a rotational acquisition. For each gantry angle, digital tomosynthesis is performed at multiple planes and a composite image analogous to a cone-beam projection is generated from the plane stack. The geometry of the C-arm, source array, and detector array is determined at each angle by constructing a parameterized three-dimensional-to-two-dimensional projection matrix that minimizes the sum-of-squared deviations between measured and projected fiducial coordinates. Simulations were used to evaluate calibration performance with translations and rotations of the source and detector. The relative root-mean-square error in a reconstruction of a numerical thorax phantom was 0.4% using the calibration method versus 7.7% without calibration. In phantom studies, reconstruction of SBDX projections using the proposed method eliminated artifacts present in noncalibrated reconstructions. The proposed IGCT calibration method reduces image artifacts when uncertainties exist in system geometry. Society of Photo-Optical Instrumentation Engineers 2017-03-20 2017-01 /pmc/articles/PMC5358550/ /pubmed/28560241 http://dx.doi.org/10.1117/1.JMI.4.1.013506 Text en © The Authors. https://creativecommons.org/licenses/by/3.0/ Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Physics of Medical Imaging
Slagowski, Jordan M.
Dunkerley, David A. P.
Hatt, Charles R.
Speidel, Michael A.
Single-view geometric calibration for C-arm inverse geometry CT
title Single-view geometric calibration for C-arm inverse geometry CT
title_full Single-view geometric calibration for C-arm inverse geometry CT
title_fullStr Single-view geometric calibration for C-arm inverse geometry CT
title_full_unstemmed Single-view geometric calibration for C-arm inverse geometry CT
title_short Single-view geometric calibration for C-arm inverse geometry CT
title_sort single-view geometric calibration for c-arm inverse geometry ct
topic Physics of Medical Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5358550/
https://www.ncbi.nlm.nih.gov/pubmed/28560241
http://dx.doi.org/10.1117/1.JMI.4.1.013506
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