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Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography
The newly developed core imaging library (CIL) is a flexible plug and play library for tomographic imaging with a specific focus on iterative reconstruction. CIL provides building blocks for tailored regularized reconstruction algorithms and explicitly supports multichannel tomographic data. In the...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255950/ https://www.ncbi.nlm.nih.gov/pubmed/34218671 http://dx.doi.org/10.1098/rsta.2020.0193 |
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author | Papoutsellis, Evangelos Ametova, Evelina Delplancke, Claire Fardell, Gemma Jørgensen, Jakob S. Pasca, Edoardo Turner, Martin Warr, Ryan Lionheart, William R. B. Withers, Philip J. |
author_facet | Papoutsellis, Evangelos Ametova, Evelina Delplancke, Claire Fardell, Gemma Jørgensen, Jakob S. Pasca, Edoardo Turner, Martin Warr, Ryan Lionheart, William R. B. Withers, Philip J. |
author_sort | Papoutsellis, Evangelos |
collection | PubMed |
description | The newly developed core imaging library (CIL) is a flexible plug and play library for tomographic imaging with a specific focus on iterative reconstruction. CIL provides building blocks for tailored regularized reconstruction algorithms and explicitly supports multichannel tomographic data. In the first part of this two-part publication, we introduced the fundamentals of CIL. This paper focuses on applications of CIL for multichannel data, e.g. dynamic and spectral. We formalize different optimization problems for colour processing, dynamic and hyperspectral tomography and demonstrate CIL’s capabilities for designing state-of-the-art reconstruction methods through case studies and code snapshots. This article is part of the theme issue ‘Synergistic tomographic image reconstruction: part 2’. |
format | Online Article Text |
id | pubmed-8255950 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-82559502022-02-02 Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography Papoutsellis, Evangelos Ametova, Evelina Delplancke, Claire Fardell, Gemma Jørgensen, Jakob S. Pasca, Edoardo Turner, Martin Warr, Ryan Lionheart, William R. B. Withers, Philip J. Philos Trans A Math Phys Eng Sci Articles The newly developed core imaging library (CIL) is a flexible plug and play library for tomographic imaging with a specific focus on iterative reconstruction. CIL provides building blocks for tailored regularized reconstruction algorithms and explicitly supports multichannel tomographic data. In the first part of this two-part publication, we introduced the fundamentals of CIL. This paper focuses on applications of CIL for multichannel data, e.g. dynamic and spectral. We formalize different optimization problems for colour processing, dynamic and hyperspectral tomography and demonstrate CIL’s capabilities for designing state-of-the-art reconstruction methods through case studies and code snapshots. This article is part of the theme issue ‘Synergistic tomographic image reconstruction: part 2’. The Royal Society Publishing 2021-08-23 2021-07-05 /pmc/articles/PMC8255950/ /pubmed/34218671 http://dx.doi.org/10.1098/rsta.2020.0193 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Articles Papoutsellis, Evangelos Ametova, Evelina Delplancke, Claire Fardell, Gemma Jørgensen, Jakob S. Pasca, Edoardo Turner, Martin Warr, Ryan Lionheart, William R. B. Withers, Philip J. Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography |
title | Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography |
title_full | Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography |
title_fullStr | Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography |
title_full_unstemmed | Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography |
title_short | Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography |
title_sort | core imaging library - part ii: multichannel reconstruction for dynamic and spectral tomography |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255950/ https://www.ncbi.nlm.nih.gov/pubmed/34218671 http://dx.doi.org/10.1098/rsta.2020.0193 |
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