Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition

CVPR, pp. 2049-2058, 2019.

Cited by: 18|Bibtex|Views90
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

The goal of MRI reconstruction is to restore a high fidelity image from partially observed measurements. This partial view naturally induces reconstruction uncertainty that can only be reduced by acquiring additional measurements. In this paper, we present a novel method for MRI reconstruction that, at inference time, dynamically select...More

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