Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera Setup

Graphical visualization systems are a common clinical tool for displaying digital images and three-dimensional volumetric data. These systems provide a broad spectrum of information to support physicians in their clinical routine. For example, the field of radiology enjoys unrestricted options for i...

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Main Authors: Andreas Wachter, Jan Kost, Werner Nahm
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/7/5/87
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spelling doaj-4e9ad837bbdb4a869338a657efebc93e2021-05-31T23:58:18ZengMDPI AGJournal of Imaging2313-433X2021-05-017878710.3390/jimaging7050087Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera SetupAndreas Wachter0Jan Kost1Werner Nahm2Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, GermanyInstitute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, GermanyInstitute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, GermanyGraphical visualization systems are a common clinical tool for displaying digital images and three-dimensional volumetric data. These systems provide a broad spectrum of information to support physicians in their clinical routine. For example, the field of radiology enjoys unrestricted options for interaction with the data, since information is pre-recorded and available entirely in digital form. However, some fields, such as microsurgery, do not benefit from this yet. Microscopes, endoscopes, and laparoscopes show the surgical site as it is. To allow free data manipulation and information fusion, 3D digitization of surgical sites is required. We aimed to find the number of cameras needed to add this functionality to surgical microscopes. For this, we performed in silico simulations of the 3D reconstruction of representative models of microsurgical sites with different numbers of cameras in narrow-baseline setups. Our results show that eight independent camera views are preferable, while at least four are necessary for a digital surgical site. In most cases, eight cameras allow the reconstruction of over 99% of the visible part. With four cameras, still over 95% can be achieved. This answers one of the key questions for the development of a prototype microscope. In future, such a system can provide functionality which is unattainable today.https://www.mdpi.com/2313-433X/7/5/87surgicalmicroscopesurgical microscopedigital visualizationvisualization systemcommon main objective
collection DOAJ
language English
format Article
sources DOAJ
author Andreas Wachter
Jan Kost
Werner Nahm
spellingShingle Andreas Wachter
Jan Kost
Werner Nahm
Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera Setup
Journal of Imaging
surgical
microscope
surgical microscope
digital visualization
visualization system
common main objective
author_facet Andreas Wachter
Jan Kost
Werner Nahm
author_sort Andreas Wachter
title Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera Setup
title_short Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera Setup
title_full Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera Setup
title_fullStr Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera Setup
title_full_unstemmed Simulation-Based Estimation of the Number of Cameras Required for 3D Reconstruction in a Narrow-Baseline Multi-Camera Setup
title_sort simulation-based estimation of the number of cameras required for 3d reconstruction in a narrow-baseline multi-camera setup
publisher MDPI AG
series Journal of Imaging
issn 2313-433X
publishDate 2021-05-01
description Graphical visualization systems are a common clinical tool for displaying digital images and three-dimensional volumetric data. These systems provide a broad spectrum of information to support physicians in their clinical routine. For example, the field of radiology enjoys unrestricted options for interaction with the data, since information is pre-recorded and available entirely in digital form. However, some fields, such as microsurgery, do not benefit from this yet. Microscopes, endoscopes, and laparoscopes show the surgical site as it is. To allow free data manipulation and information fusion, 3D digitization of surgical sites is required. We aimed to find the number of cameras needed to add this functionality to surgical microscopes. For this, we performed in silico simulations of the 3D reconstruction of representative models of microsurgical sites with different numbers of cameras in narrow-baseline setups. Our results show that eight independent camera views are preferable, while at least four are necessary for a digital surgical site. In most cases, eight cameras allow the reconstruction of over 99% of the visible part. With four cameras, still over 95% can be achieved. This answers one of the key questions for the development of a prototype microscope. In future, such a system can provide functionality which is unattainable today.
topic surgical
microscope
surgical microscope
digital visualization
visualization system
common main objective
url https://www.mdpi.com/2313-433X/7/5/87
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AT jankost simulationbasedestimationofthenumberofcamerasrequiredfor3dreconstructioninanarrowbaselinemulticamerasetup
AT wernernahm simulationbasedestimationofthenumberofcamerasrequiredfor3dreconstructioninanarrowbaselinemulticamerasetup
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