Publications Journal Papers

Compressed Sensing

M.A. Cooper, T.D. Nguyen, B. Xu, M.R. Prince, M. Elad, Y. Wang, and P. Spincemaille, Patch based Reconstruction Of Under-sampled Data (PROUD) for High SNR and High Frame Rate Contrast Enhanced Liver Imaging,, Magnetic Resonance in Medicine, Vol. 74, No. 6, Pages 1587-1597, December 2015.
I. Ram, M. Elad, and I. Cohen, Facial Image Compression using Patch-Ordering-Based Adaptive Wavelet Transform, IEEE Signal Processing Letters, Vol. 21 No. 10 Pages 1270-1274, October 2014.
M. Uecker, P. Lai, M.J. Murphy, P. Virtue, M. Elad, J.M. Pauly, S.S. Vasanawala, and M. Lustig, ESPIRiT-An Eigenvalue Approach to Autocalibrating Parallel MRI: Where SENSE Meets GRAPPA, Journal of Magnetic Resonance in Medicine, Vol. 71, No. 3, Pages 990-1001, March 2014.
P.J. Shin, P.E. Z. Larson, M.A. Ohliger, M. Elad, J.M. Pauly, D.B. Vigneron and M. Lustig, Calibrationless Parallel Imaging Reconstruction Based on Structured Low-Rank Matrix Completion, Journal of Magnetic Resonance Imaging, Vol. 38, No. 11, Pages 1-12, November 2013.
M. Zibulevsky and M. Elad, L1-L2 Optimization in Signal and Image Processing, IEEE Signal Processing Magazine, Vol. 27, No. 3, Pages 76-88, May 2010.
M. Elad, Optimized Projections for Compressed-Sensing, IEEE Transactions on Signal Processing, Vol. 55, No. 12, Pages 5695-5702, December 2007. software
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