Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding

Magnetic Resonance Imaging (MRI) offers high-resolution in vivo imaging and rich functional and anatomical multimodality tissue contrast. In practice, however, there are challenges associated with considerations of scanning costs, patient comfort, and scanning time that constrain how much data can b...

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Bibliographic Details

Published in:	2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 5787 - 5796
Main Authors:	Huang, Yawen, Shao, Ling, Frangi, Alejandro F.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2017
Subjects:	Biomedical imaging Convolutional codes Image coding Image reconstruction Image resolution Three-dimensional displays Training
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
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