Presentation 2012-01-19
Compressed Sensing Combined with Resolution Enhancements in MR Phase-Scrambling Fourier Imaging Technique
Satoshi ITO, Yoshifumi YAMADA,
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Abstract(in English) In recent years, compressed sensing (CS) has attracted considerable attention in areas of rapid MR imaging. Our group and Y. Wiaux have shown independently that the use of quadratic phase modulation prior to data acquisition can greatly improve the accelerating factor of CS. The use of quadratic phase modulation has distinctive features that the extrapolation of signal by post processing calculation is feasible. In this paper, we propose a novel image reconstruction method in which extrapolation of signal is executed in the CS reconstruction algorithm, resulting in the improvement of spatial resolution. Simulation and experimental studies reveals the spatial resolution is fairly improved compared to the fully-scanned images obtained in standard FT method.
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Keyword(in English) k-space / sampling theorem / L1-norm / fast imaging
Paper # MI2011-82
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Committee MI
Conference Date 2012/1/12(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Compressed Sensing Combined with Resolution Enhancements in MR Phase-Scrambling Fourier Imaging Technique
Sub Title (in English)
Keyword(1) k-space
Keyword(2) sampling theorem
Keyword(3) L1-norm
Keyword(4) fast imaging
1st Author's Name Satoshi ITO
1st Author's Affiliation Department of Information Systems Sciences, Utsunomiya University()
2nd Author's Name Yoshifumi YAMADA
2nd Author's Affiliation Utsunomiya University
Date 2012-01-19
Paper # MI2011-82
Volume (vol) vol.111
Number (no) 389
Page pp.pp.-
#Pages 6
Date of Issue