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TomoPyUI: a user‐friendly tool for rapid tomography alignment and reconstruction.

Authors :
Welborn, Samuel S.
Preefer, Molleigh B.
Nelson Weker, Johanna
Source :
Journal of Synchrotron Radiation. Jul2024, Vol. 31 Issue 4, p979-986. 8p.
Publication Year :
2024

Abstract

The management and processing of synchrotron and neutron computed tomography data can be a complex, labor‐intensive and unstructured process. Users devote substantial time to both manually processing their data (i.e. organizing data/metadata, applying image filters etc.) and waiting for the computation of iterative alignment and reconstruction algorithms to finish. In this work, we present a solution to these problems: TomoPyUI, a user interface for the well known tomography data processing package TomoPy. This highly visual Python software package guides the user through the tomography processing pipeline from data import, preprocessing, alignment and finally to 3D volume reconstruction. The TomoPyUI systematic intermediate data and metadata storage system improves organization, and the inspection and manipulation tools (built within the application) help to avoid interrupted workflows. Notably, TomoPyUI operates entirely within a Jupyter environment. Herein, we provide a summary of these key features of TomoPyUI, along with an overview of the tomography processing pipeline, a discussion of the landscape of existing tomography processing software and the purpose of TomoPyUI, and a demonstration of its capabilities for real tomography data collected at SSRL beamline 6‐2c. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09090495
Volume :
31
Issue :
4
Database :
Academic Search Index
Journal :
Journal of Synchrotron Radiation
Publication Type :
Academic Journal
Accession number :
178297675
Full Text :
https://doi.org/10.1107/S1600577524003989