Synthesised Image Reconstruction for Post-Reconstruction Resolution Recovery

نویسندگان

چکیده

Resolution recovery (RR) techniques in PET imaging aim to mitigate spatial resolution losses and related inaccuracies quantification by using a model of the systems point spread function (PSF) during reconstruction or post processing. However, including PSF modelling fully 3D image is far from trivial as access scanner-specific forward back-projectors required, along with sinogram data. Hence post-reconstruction RR methods, such Richardson-Lucy (RL) algorithm, can be more practical. RL method leads relatively rapid noise amplification early iterations, giving inferior quality compared iterates obtained placing algorithm. We propose synthesising data projection an initial real (such reconstructions are usually available via scanners standard software). The synthetic then used reconstruct image, but crucially now modelled within system reconstruction. Results simulations demonstrate proposed improves whilst avoiding need for projectors raw (as required reconstruction).

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ژورنال

عنوان ژورنال: IEEE transactions on radiation and plasma medical sciences

سال: 2023

ISSN: ['2469-7303', '2469-7311']

DOI: https://doi.org/10.1109/trpms.2023.3247489