Compressed sensing MRI with multi-channel data using multi-core processors

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 2684-2687

  Chang, Ching Hua ^a   Ji, Jim ^a  

^a Texas AandM University   (United States)

Author keywords

Compressed sensing; Image reconstruction; Multi channel phased array; Multi core processors

Indexed keywords

ANTENNA PHASED ARRAYS; COMPRESSED SENSING; IMAGE RECONSTRUCTION; INFORMATION DISSEMINATION; MAGNETIC RESONANCE IMAGING; SIGNAL RECONSTRUCTION;

COMPRESSIVE SENSING; MAXIMUM EFFICIENCY; MULTI-CHANNEL RECEIVER SYSTEMS; MULTI-CORE PROCESSOR; MULTICHANNEL DATA; MULTICHANNEL SYSTEM; MULTIPLE CHANNELS; RECONSTRUCTION PROCEDURE;

IMAGE PROCESSING;

EID: 77950964122     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5334095     Document Type: Conference Paper

References (12)

1. Emmanuel Candès, Justin Romberg, and Terence Tao, "Stable signal recovery from incomplete and inaccurate measurements," Communications on Pure and Applied Mathematics, 59(8), pp. 1207-1223, August 2006.
2. E. J. Candès, Justin Romberg, and Terence Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. on Information Theory, 52(2) pp. 489 - 509, February 2006.
3. David. Donoho, "Compressed Sensing," IEEE Trans. on Information Theory, 52(4), pp. 1289 - 1306, April 2006.
4. M. Lustig, D. Donoho and J.M. Paul, "Sparse MRI: the application of compressed sensing for rapid MR imaging," Magn. Reson. Med. Vol.58, No.6, pp.1182-1195, 2007.
5. P.B Roemer, W.A.Edelstein, C.E. Hayes, S.P. Souza, O.M. Mueller, "The NMR Phased Array," Magnetic Resonance in Medicine 16, 192-225, 1990.
6. S.M.Wright, L.L. Wald, "Theory and Application of Array Coils in MR Spectroscopy," NMR in Biomedicine 10, 394-410, 1997.
7. W.A. Wiggers, V. Bakker, A.B.J. Kokkeler, and G.J.M. Smit, "Implementing the conjugate gradient algorithm on multi-core systems," Proceedings of the International Symposium on System-on-Chip, pp. 11-14.,19-21 Nov, 2007.
8. Alexandre Borghi, Jerome Darbon, Sylvain Peyronnet, Tony F. Chan and Stanley Osher, "A Simple Compressive Sensing Algorithm for Parallel Many-Core Architectures," Unpublished article, September, 2008.
9. Sam Stone, Justin Haldar, Stephanie C. Tsao, Wen-mei Hwu, Zhi-Pei Liang, and Bradley P. Sutton, "Accelerating Advanced MRI Reconstructions on GPUs," Proceedings of 5th International Conference on Computing Frontiers, ACM, May, 2008.
10. Sam Stone, Haoran Yi, Wen-mei Hwu, Justin Haldar, Bradley Sutton, Zhi-Pei Liang. "How GPUs Can Improve the Quality of Magnetic Resonance Imaging". Unpublished article, October, 2007
11. http://www.stanford.edu/~mlustig/SparseMRI.html
12. http://www.mathworks.com/matlabcentral/fileexchange/13775)