Integration of TomoPy and the ASTRA toolbox for advanced processing and reconstruction of tomographic synchrotron data

The processing of tomographic synchrotron data requires advanced and efficient software to be able to produce accurate results in reasonable time. In this paper, the integration of two software toolboxes, TomoPy and the ASTRA toolbox, which, together, provide a powerful framework for processing tomo...

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Veröffentlicht in:Journal of synchrotron radiation. - 1994. - 23(2016), Pt 3 vom: 20. Mai, Seite 842-9
1. Verfasser: Pelt, Daniël M (VerfasserIn)
Weitere Verfasser: Gürsoy, Dogˇa, Palenstijn, Willem Jan, Sijbers, Jan, De Carlo, Francesco, Batenburg, Kees Joost
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2016
Zugriff auf das übergeordnete Werk:Journal of synchrotron radiation
Schlagworte:Journal Article Research Support, U.S. Gov't, Non-P.H.S. Research Support, Non-U.S. Gov't ASTRA toolbox TomoPy tomography
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520 |a The processing of tomographic synchrotron data requires advanced and efficient software to be able to produce accurate results in reasonable time. In this paper, the integration of two software toolboxes, TomoPy and the ASTRA toolbox, which, together, provide a powerful framework for processing tomographic data, is presented. The integration combines the advantages of both toolboxes, such as the user-friendliness and CPU-efficient methods of TomoPy and the flexibility and optimized GPU-based reconstruction methods of the ASTRA toolbox. It is shown that both toolboxes can be easily installed and used together, requiring only minor changes to existing TomoPy scripts. Furthermore, it is shown that the efficient GPU-based reconstruction methods of the ASTRA toolbox can significantly decrease the time needed to reconstruct large datasets, and that advanced reconstruction methods can improve reconstruction quality compared with TomoPy's standard reconstruction method 
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650 4 |a Research Support, U.S. Gov't, Non-P.H.S. 
650 4 |a Research Support, Non-U.S. Gov't 
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700 1 |a Gürsoy, Dogˇa  |e verfasserin  |4 aut 
700 1 |a Palenstijn, Willem Jan  |e verfasserin  |4 aut 
700 1 |a Sijbers, Jan  |e verfasserin  |4 aut 
700 1 |a De Carlo, Francesco  |e verfasserin  |4 aut 
700 1 |a Batenburg, Kees Joost  |e verfasserin  |4 aut 
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