Reconstructing undersampled MR Images by utilizingprincipal-component-analysis-based pattern recognition

Compressed sensing technique is a recent framework for signal sampling and recovery. It allows signal acquisition with less sampling than required by Nyquist-Shannon theorem and reduces data acquisition time in MRI. When the sampling rate is low, prior knowledge is essential to reconstruct the missi...

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Bibliographic Details
Main Authors: Zong, Fangrong, D’Eurydice, Marcel Nogueira, Galvosas, Petrik
Other Authors: Victoria University of Wellington, MacDiarmid Institute for Advanced Materials and Nanotechnology
Format: Article
Language:English
Published: Universitätsbibliothek Leipzig 2015
Subjects:
Online Access:http://nbn-resolving.de/urn:nbn:de:bsz:15-qucosa-179265
http://nbn-resolving.de/urn:nbn:de:bsz:15-qucosa-179265
http://www.qucosa.de/fileadmin/data/qucosa/documents/17926/diff_fund_22%282014%2914.pdf