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Core Imaging Library - Part II: multichannel reconstruction for dynamic and spectral tomography

Papoutsellis, Evangelos; Ametova, Evelina 1; Delplancke, Claire; Fardell, Gemma; Jørgensen, Jakob S.; Pasca, Edoardo; Turner, Martin; Warr, Ryan; Lionheart, William R. B.; Withers, Philip J.
1 Laboratorium für Applikationen der Synchrotronstrahlung (LAS), Karlsruher Institut für Technologie (KIT)


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.

Verlagsausgabe §
DOI: 10.5445/IR/1000136786
Veröffentlicht am 26.08.2021
DOI: 10.1098/rsta.2020.0193
Zitationen: 20
Web of Science
Zitationen: 14
Zitationen: 27
Cover der Publikation
Zugehörige Institution(en) am KIT Laboratorium für Applikationen der Synchrotronstrahlung (LAS)
Publikationstyp Zeitschriftenaufsatz
Publikationsmonat/-jahr 08.2021
Sprache Englisch
Identifikator ISSN: 1364-503X, 1471-2962
KITopen-ID: 1000136786
HGF-Programm 56.13.11 (POF IV, LK 01) Building Blocks of Life: Structure and Function
Erschienen in Philosophical transactions of the Royal Society of London / A
Verlag The Royal Society
Band 379
Heft 2204
Seiten Art. Nr.: 20200193
Vorab online veröffentlicht am 05.07.2021
Nachgewiesen in Scopus
Web of Science
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