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Acquisition and reconstruction of the principal components of an image: A novel MRI technique for reducing scanning time
Author(s) -
Cao Yue,
Levin David N.
Publication year - 1995
Publication title -
international journal of imaging systems and technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.359
H-Index - 47
eISSN - 1098-1098
pISSN - 0899-9457
DOI - 10.1002/ima.1850060209
Subject(s) - computer science , artificial intelligence , principal (computer security) , image (mathematics) , computer vision , principal component analysis , real time mri , iterative reconstruction , 3d scanning , pattern recognition (psychology) , magnetic resonance imaging , radiology , medicine , operating system
This article describes a novel MRI technique as well as its variant, which use prior knowledge to acquire and reconstruct the principal components of an image to reduce scanning time. Examples in the application of this technique are given. The implications of these results and the potential in the application of the functional imaging are discussed.