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Tomosipo: fast, flexible, and convenient 3D tomography for complex scanning geometries in Python

Allard A. Hendriksen, Dirk Elias Schut, Willem Jan Palenstijn, Nicola Viganò, Jisoo Kim, Daniël M. Pelt, Tristan van Leeuwen, Kees Joost Batenburg

2021Optics Express40 citationsDOIOpen Access PDF

Abstract

Tomography is a powerful tool for reconstructing the interior of an object from a series of projection images. Typically, the source and detector traverse a standard path (e.g., circular, helical). Recently, various techniques have emerged that use more complex acquisition geometries. Current software packages require significant handwork, or lack the flexibility to handle such geometries. Therefore, software is needed that can concisely represent, visualize, and compute reconstructions of complex acquisition geometries. We present tomosipo, a Python package that provides these capabilities in a concise and intuitive way. Case studies demonstrate the power and flexibility of tomosipo.

Topics & Concepts

Python (programming language)Computer scienceSoftwareTraverseDetectorComputer graphics (images)Iterative reconstructionTomographyComputational scienceComputer visionOpticsArtificial intelligencePhysicsProgramming languageTelecommunicationsGeodesyGeographyMedical Imaging Techniques and ApplicationsAdvanced X-ray Imaging TechniquesAdvanced X-ray and CT Imaging
Tomosipo: fast, flexible, and convenient 3D tomography for complex scanning geometries in Python | Litcius