-
1
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Feb
-
E.J. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information," IEEE Trans. on Inf. Theory, 52, 2, 489-509, Feb. 2006.
-
(2006)
IEEE Trans. on Inf. Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candes, E.J.1
Romberg, J.2
Tao, T.3
-
2
-
-
33645712892
-
Compressed sensing
-
Apr
-
D.L. Donoho, "Compressed sensing," IEEE Trans. on Inf. Theory, 52, 4, 1289-306, Apr. 2006.
-
(2006)
IEEE Trans. on Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.L.1
-
3
-
-
36348939980
-
1-norm minimization problems when the solution may be sparse
-
1-norm minimization problems when the solution may be sparse," Tech. Report, 2006.
-
(2006)
Tech. Report
-
-
Donoho, D.1
Tsaig, Y.2
-
4
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to Compressed Sensing and other inverse problems
-
M.A.T. Figueiredo, R.D. Nowak and S.J. Wright, "Gradient projection for sparse reconstruction: Application to Compressed Sensing and other inverse problems," IEEE J. Selec. Topics in Sig. Proc., 1, 4, 586-98, 2007.
-
(2007)
IEEE J. Selec. Topics in Sig. Proc
, vol.1
, Issue.4
, pp. 586-598
-
-
Figueiredo, M.A.T.1
Nowak, R.D.2
Wright, S.J.3
-
5
-
-
44849087307
-
Bayesian compressive sensing
-
Jun
-
S. Ji, Y. Xue, and L. Carin, "Bayesian compressive sensing," IEEE Trans. on Sig. Proc., 56, 6, 2346-56, Jun. 2008.
-
(2008)
IEEE Trans. on Sig. Proc
, vol.56
, Issue.6
, pp. 2346-2356
-
-
Ji, S.1
Xue, Y.2
Carin, L.3
-
8
-
-
51449090779
-
Wavelet-domain compressive signal reconstruction using a hidden Markov tree model
-
M.F. Duarte, M.B. Wakin, and R.G. Baraniuk, "Wavelet-domain compressive signal reconstruction using a hidden Markov tree model," in IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP), 2008.
-
(2008)
IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP)
-
-
Duarte, M.F.1
Wakin, M.B.2
Baraniuk, R.G.3
-
9
-
-
69349096925
-
Model-based compressive sensing
-
submitted
-
R.G. Baraniuk, V. Cevher, M.F. Duarte, and C. Hegde, "Model-based compressive sensing," IEEE Trans. on Inf. Theory, (submitted) 2008.
-
(2008)
IEEE Trans. on Inf. Theory
-
-
Baraniuk, R.G.1
Cevher, V.2
Duarte, M.F.3
Hegde, C.4
-
10
-
-
0035398091
-
Bayesian tree-structured image modeling using wavelet-domain hidden markov models
-
Jul
-
J.K. Romberg, H. Choi, and R.G. Baraniuk, "Bayesian tree-structured image modeling using wavelet-domain hidden markov models," IEEE Trans. on Image Proc., 10, 7, 1056-68, Jul. 2001.
-
(2001)
IEEE Trans. on Image Proc
, vol.10
, Issue.7
, pp. 1056-1068
-
-
Romberg, J.K.1
Choi, H.2
Baraniuk, R.G.3
-
11
-
-
72349099459
-
Exploiting structure in wavelet-based Bayesian compressive sensing
-
submitted
-
L. He and L. Carin, "Exploiting structure in wavelet-based Bayesian compressive sensing," IEEE Trans. on Image Proc., (submitted) 2008.
-
(2008)
IEEE Trans. on Image Proc
-
-
He, L.1
Carin, L.2
-
12
-
-
70349194471
-
Fast Bayesian compressive sensing using Laplace priors
-
S.D. Babacan, R. Molina, and A.K. Katsaggelos, "Fast Bayesian compressive sensing using Laplace priors," in IEEE Int. Conf. on Acoust., Speech, and Sig. Proc. (ICASSP), 2009.
-
(2009)
IEEE Int. Conf. on Acoust., Speech, and Sig. Proc. (ICASSP)
-
-
Babacan, S.D.1
Molina, R.2
Katsaggelos, A.K.3
-
13
-
-
0001224048
-
Sparse Bayesian learning and the relevance vector machine
-
Jun
-
M. Tipping, "Sparse Bayesian learning and the relevance vector machine," Journal of Machine Learning Research, vol. 1, pp. 211-244, Jun. 2001.
-
(2001)
Journal of Machine Learning Research
, vol.1
, pp. 211-244
-
-
Tipping, M.1
|