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CS Publications @ IDCoM
Preprints
 T. Blumensath, M. E. Davies; "Iterative
Hard Thresholding for Compressed Sensing".
[Download: preprint:
pdf, arXiv: arXiv:0805.0510v1 [cs.IT]]
 T. Blumensath,
M. E. Davies; "Stagewise Weak Gradient
Pursuits. Part I: Fundamentals and Numerical Studies". [Download
preprint: pdf]
T. Blumensath,
M. E. Davies; "Stagewise Weak Gradient
Pursuits. Part II: Theoretical Properties". [Download preprint: pdf]
Submitted
T. Blumensath and M. E. Davies;
"Sampling Theorems for Signals from the Union
of Linear Subspaces". Submitted. [Download preprint: pdf]
M. E. Davies and R. Gribonval,
2008, "Restricted Isometry Constants where sparse
recovery can fail for 0 less than p less than or equal to 1". Submitted.
[Download technical report:pdf]
Journals
T. Blumensath
and M. E. Davies; "Iterative Thresholding
for Sparse Approximations". The Journal of Fourier Analysis and
Applications, accepted for publication. [Download preprint: pdf]
The original publication will be available at http://www.springerlink.com/.
T. Blumensath and M. E. Davies;
"Gradient Pursuits", IEEE Transactions on Signal
Processing, vol 56, no. 6 pp 2370-2382. [Download
preprint: pdf]
Conferences
B. Mulgrew and M. E. Davies; "Approximate
lower bounds for rate-distortion in compressive sensing systems",
accepted for publication, ICASSP 2008, Las
Vegas. [Download: article
pdf]
S. Bhattacharya, T. Blumensath,
B. Mulgrew and M. E. Davies, “Synthetic Aperture Radar Raw
Data Encoding using Compressed Sensing”, RADAR 2008, Rome, Italy,
May, 2008.
M. E. Davies and T. Blumensath; "Faster
& Greedier: algorithms for sparse reconstruction of large datasets ",
invited paper to the third IEEE International Symposium on Communications,
Control, and Signal Processing, St Julians, Malta,
March 2008. [Download preprint: pdf]
S. Bhattacharya, T. Blumensath,
B. Mulgrew and M.E. Davies; "Fast
encoding of synthetic aperture radar raw data using compressed sensing",
IEEE Workshop on Statistical Signal Processing, Madison, USA, August 2007
[Download article: pdf]
T. Blumensath and M. E. Davies; "Compressed
Sensing and Source Separation", International Conference on Independent
Component Analysis and Signal Separation, London, UK, September 2007.
[Download article:
pdf]
T. Blumensath and M. E. Davies; "In
Greedy Pursuit of New Directions: (Nearly) Orthogonal Matching Pursuit by
Directional Optimisation", EUSIPCO, Pozna, Poland, September 2007. [Download
article: pdf]
See also Jared Tanner's publications page in maths.
Other publications on the related subject of sparse representations.... HERE
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