Isotropic Reconstruction of MR Images Using 3D Patch-Based Self-Similarity Learning.
IEEE Transactions on Medical Imaging(2018)
Abstract
Isotropic three-dimensional (3D) acquisition is a challenging task in magnetic resonance imaging (MRI). Particularly in cardiac MRI, due to hardware and time limitations, current 3D acquisitions are limited by low-resolution, especially in the through-plane direction, leading to poor image quality in that dimension. To overcome this problem, super-resolution (SR) techniques have been proposed to r...
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Key words
Three-dimensional displays,Image reconstruction,Magnetic resonance imaging,Image resolution,Dictionaries,Noise reduction
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