The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific Anatomy

3D reconstruction and 3D printing of subject-specific anatomy is a promising technology for supporting clinicians in the visualisation of disease progression and planning for surgical intervention. In this context, the 3D model is typically obtained from segmentation of magnetic resonance imaging (M...

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Main Authors: Paolo Ferraiuoli, Jonathan C. Taylor, Emily Martin, John W. Fenner, Andrew J. Narracott
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/3/4/45
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spelling doaj-2f48d2c105fa44fbad72a612f6343cac2020-11-25T00:38:55ZengMDPI AGJournal of Imaging2313-433X2017-10-01344510.3390/jimaging3040045jimaging3040045The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific AnatomyPaolo Ferraiuoli0Jonathan C. Taylor1Emily Martin2John W. Fenner3Andrew J. Narracott4Mathematical Modelling in Medicine Group, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield S10 2RX, UKMathematical Modelling in Medicine Group, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield S10 2RX, UKMathematical Modelling in Medicine Group, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield S10 2RX, UKMathematical Modelling in Medicine Group, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield S10 2RX, UKMathematical Modelling in Medicine Group, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield S10 2RX, UK3D reconstruction and 3D printing of subject-specific anatomy is a promising technology for supporting clinicians in the visualisation of disease progression and planning for surgical intervention. In this context, the 3D model is typically obtained from segmentation of magnetic resonance imaging (MRI), computed tomography (CT) or echocardiography images. Although these modalities allow imaging of the tissues in vivo, assessment of quality of the reconstruction is limited by the lack of a reference geometry as the subject-specific anatomy is unknown prior to image acquisition. In this work, an optical method based on 3D digital image correlation (3D-DIC) techniques is used to reconstruct the shape of the surface of an ex vivo porcine heart. This technique requires two digital charge-coupled device (CCD) cameras to provide full-field shape measurements and to generate a standard tessellation language (STL) file of the sample surface. The aim of this work was to quantify the error of 3D-DIC shape measurements using the additive manufacturing process. The limitations of 3D printed object resolution, the discrepancy in reconstruction of the surface of cardiac soft tissue and a 3D printed model of the same surface were evaluated. The results obtained demonstrated the ability of the 3D-DIC technique to reconstruct localised and detailed features on the cardiac surface with sub-millimeter accuracy.https://www.mdpi.com/2313-433X/3/4/453D reconstructiondigital image correlation (DIC)geometric discrepanciesadditive manufacturingsoft tissuesshape measurements
collection DOAJ
language English
format Article
sources DOAJ
author Paolo Ferraiuoli
Jonathan C. Taylor
Emily Martin
John W. Fenner
Andrew J. Narracott
spellingShingle Paolo Ferraiuoli
Jonathan C. Taylor
Emily Martin
John W. Fenner
Andrew J. Narracott
The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific Anatomy
Journal of Imaging
3D reconstruction
digital image correlation (DIC)
geometric discrepancies
additive manufacturing
soft tissues
shape measurements
author_facet Paolo Ferraiuoli
Jonathan C. Taylor
Emily Martin
John W. Fenner
Andrew J. Narracott
author_sort Paolo Ferraiuoli
title The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific Anatomy
title_short The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific Anatomy
title_full The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific Anatomy
title_fullStr The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific Anatomy
title_full_unstemmed The Accuracy of 3D Optical Reconstruction and Additive Manufacturing Processes in Reproducing Detailed Subject-Specific Anatomy
title_sort accuracy of 3d optical reconstruction and additive manufacturing processes in reproducing detailed subject-specific anatomy
publisher MDPI AG
series Journal of Imaging
issn 2313-433X
publishDate 2017-10-01
description 3D reconstruction and 3D printing of subject-specific anatomy is a promising technology for supporting clinicians in the visualisation of disease progression and planning for surgical intervention. In this context, the 3D model is typically obtained from segmentation of magnetic resonance imaging (MRI), computed tomography (CT) or echocardiography images. Although these modalities allow imaging of the tissues in vivo, assessment of quality of the reconstruction is limited by the lack of a reference geometry as the subject-specific anatomy is unknown prior to image acquisition. In this work, an optical method based on 3D digital image correlation (3D-DIC) techniques is used to reconstruct the shape of the surface of an ex vivo porcine heart. This technique requires two digital charge-coupled device (CCD) cameras to provide full-field shape measurements and to generate a standard tessellation language (STL) file of the sample surface. The aim of this work was to quantify the error of 3D-DIC shape measurements using the additive manufacturing process. The limitations of 3D printed object resolution, the discrepancy in reconstruction of the surface of cardiac soft tissue and a 3D printed model of the same surface were evaluated. The results obtained demonstrated the ability of the 3D-DIC technique to reconstruct localised and detailed features on the cardiac surface with sub-millimeter accuracy.
topic 3D reconstruction
digital image correlation (DIC)
geometric discrepancies
additive manufacturing
soft tissues
shape measurements
url https://www.mdpi.com/2313-433X/3/4/45
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