Dual Domain Swin Transformer based Reconstruction method for Sparse-View Computed Tomography

A new sparse-view parallel beam computed tomography reconstruction method is proposed that exploits the restoration capabilities of Transformer networks, in particular the Swin Transformer-based image reconstruction network SwinIR. Our method comprises three key blocks: sinogram upsampling via line...

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Bibliographic Details
Main Authors: Jonas Van der Rauwelaert, Caroline Bossuyt, Jan Sijbers
Format: Article
Language:deu
Published: NDT.net 2025-02-01
Series:e-Journal of Nondestructive Testing
Online Access:https://www.ndt.net/search/docs.php3?id=30751
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