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Optimal data acquisition in tomography

Mahshad Javidan, Hadi Esfandi, Rozalyn Anderson

    Journal of the Optical Society of America. A, Optics, Image Science, and Vision
    |December 12, 2023
    PubMed

    Abstract:

    In tomography, three-dimensional images of a medium are reconstructed from a set of two-dimensional projections. Each projection is the result of a measurement made by the scanner via radiating some form of energy and collecting the scattered field after interacting with the medium. The information content of these measurements is not equal, and one projection can be more informative than others. By choosing the most informative measurement at every step of scanning, an optimal tomography system can maximize the speed of data acquisition and temporal resolution of acquired images, reducing the operation cost and exposure to possible harmful radiations. The aim of this paper is to introduce mathematical algorithms that can be used to design measurements with optimal information content when imaging static or dynamically evolving objects.

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