-
2
-
-
33645712892
-
Compressed sensing
-
D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
3
-
-
44849115269
-
A theory for sampling signals from a union of subspaces
-
DOI 10.1109/TSP.2007.914346
-
Y. Lu and M. Do, "A theory for sampling signals from a union of subspaces," IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2334-2345, 2008. (Pubitemid 351795887)
-
(2008)
IEEE Transactions on Signal Processing
, vol.56
, Issue.6
, pp. 2334-2345
-
-
Lu, Y.M.1
Do, M.N.2
-
4
-
-
64549135334
-
Sampling theorems for signals from the union of finite-dimensional subspaces
-
T. Blumensath and M. E. Davies, "Sampling theorems for signals from the union of finite-dimensional subspaces," IEEE Trans. Inf. Theory, vol. 55, no. 4, pp. 1872-1882, 2009.
-
(2009)
IEEE Trans. Inf. Theory
, vol.55
, Issue.4
, pp. 1872-1882
-
-
Blumensath, T.1
Davies, M.E.2
-
5
-
-
70350743173
-
Robust recovery of signals from a structured union of subspaces
-
Y. C. Eldar and M. Mishali, "Robust recovery of signals from a structured union of subspaces," IEEE Trans. Inf. Theory, vol. 55, no. 11, pp. 5302-5316, 2009.
-
(2009)
IEEE Trans. Inf. Theory
, vol.55
, Issue.11
, pp. 5302-5316
-
-
Eldar, Y.C.1
Mishali, M.2
-
6
-
-
77951180022
-
Time-delay estimation from low-rate samples: A union of subspaces approach
-
Jun.
-
K. Gedalyahu and Y. C. Eldar, "Time-delay estimation from low-rate samples: A union of subspaces approach," IEEE Trans. Signal Process., vol. 58, no. 6, pp. 3017-3031, Jun. 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.6
, pp. 3017-3031
-
-
Gedalyahu, K.1
Eldar, Y.C.2
-
7
-
-
0027798110
-
Embedded image coding using the zero-trees of wavelet coefficients
-
Dec.
-
J. M. Shapiro, "Embedded image coding using the zero-trees of wavelet coefficients," IEEE Trans. Image Process., vol. 41, no. 12, pp. 3445-3462, Dec. 1993.
-
(1993)
IEEE Trans. Image Process.
, vol.41
, Issue.12
, pp. 3445-3462
-
-
Shapiro, J.M.1
-
8
-
-
30844432177
-
Signal reconstruction using sparse tree representations
-
San Diego, CA, Sept.
-
C. La and M. Do, "Signal reconstruction using sparse tree representations," in Proc. SPIE Conf, Wavelet Applications in Signal and Image Processing XI, San Diego, CA, Sept. 2005.
-
(2005)
Proc. SPIE Conf, Wavelet Applications in Signal and Image Processing
, vol.11
-
-
La, C.1
Do, M.2
-
9
-
-
77950244328
-
Model-based compressive sensing
-
Apr.
-
R. Baraniuk, V. Cevher, M. Duarte, and C. Hegde, "Model-based compressive sensing," IEEE Trans. Inf. Theory, vol. 56, no. 4, pp. 1982-2001, Apr. 2010.
-
(2010)
IEEE Trans. Inf. Theory
, vol.56
, Issue.4
, pp. 1982-2001
-
-
Baraniuk, R.1
Cevher, V.2
Duarte, M.3
Hegde, C.4
-
10
-
-
77952576986
-
Block-sparse signals: Uncertainty relations and efficient recovery
-
June
-
Y. C. Eldar, P. Kuppinger, and H. Bolcskei, "Block-sparse signals: Uncertainty relations and efficient recovery," IEEE Trans. Signal Process., vol. 58, no. 6, pp. 3042-3054, June 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.6
, pp. 3042-3054
-
-
Eldar, Y.C.1
Kuppinger, P.2
Bolcskei, H.3
-
12
-
-
23844477225
-
Sparse solutions to linear inverse problems with multiple measurement vectors
-
DOI 10.1109/TSP.2005.849172
-
S. F. Cotter, B. D. Rao, K. Engan, and K. K-Delgado, "Sparse solutions to linear inverse problems with multiple measurement vectors," IEEE Trans. Signal Process., vol. 53, no. 7, pp. 2477-2488, 2005. (Pubitemid 41174440)
-
(2005)
IEEE Transactions on Signal Processing
, vol.53
, Issue.7
, pp. 2477-2488
-
-
Cotter, S.F.1
Rao, B.D.2
Engan, K.3
Kreutz-Delgado, K.4
-
13
-
-
33947142837
-
Theoretical results on sparse representations of multiple-measurement vectors
-
DOI 10.1109/TSP.2006.881263
-
J. Chen and X. Huo, "Theoretical results on sparse representations of multiple-measurement vectors," IEEE Trans. Signal Process., vol. 54, no. 12, pp. 4634-4643, 2006. (Pubitemid 46405606)
-
(2006)
IEEE Transactions on Signal Processing
, vol.54
, Issue.12
, pp. 4634-4643
-
-
Chen, J.1
Huo, X.2
-
14
-
-
30844445842
-
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit
-
DOI 10.1016/j.sigpro.2005.05.030, PII S0165168405002227, Sparse Approximations in Signal and Image Processing
-
J. A. Tropp, A. C. Gilbert, and M. J. Strauss, "Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit," Signal Process., vol. 86, pp. 572-588, 2006. (Pubitemid 43106572)
-
(2006)
Signal Processing
, vol.86
, Issue.3
, pp. 572-588
-
-
Tropp, J.A.1
Gilbert, A.C.2
Strauss, M.J.3
-
15
-
-
30844461481
-
Algorithms for simultaneous sparse approximation. Part II: Convex relaxation
-
DOI 10.1016/j.sigpro.2005.05.031, PII S0165168405002239, Sparse Approximations in Signal and Image Processing
-
J. A. Tropp, "Algorithms for simultaneous sparse approximation. Part II: Convex relaxation," Signal Process., vol. 86, pp. 589-602, 2006. (Pubitemid 43106573)
-
(2006)
Signal Processing
, vol.86
, Issue.3
, pp. 589-602
-
-
Tropp, J.A.1
-
16
-
-
57349143370
-
Atoms of all channels, unite! Average case analysis of multi-channel sparse recovery using greedy algorithms
-
Oct. [Online]. Available: DOI:10.1007/s00041-008-9044-y
-
K. Schnass, R. Gribonval, H. Rauhut, and P. Vandergheynst, "Atoms of all channels, unite! Average case analysis of multi-channel sparse recovery using greedy algorithms," J. Fourier Anal. Applicat., Oct. 2008 [Online]. Available: DOI:10.1007/s00041-008-9044-y
-
(2008)
J. Fourier Anal. Applicat.
-
-
Schnass, K.1
Gribonval, R.2
Rauhut, H.3
Vandergheynst, P.4
-
17
-
-
43749118418
-
Compressed sensing and redundant dictionaries
-
DOI 10.1109/TIT.2008.920190
-
H. Rauhut, K. Schnass, and P. Vandergheynst, "Compressed sensing and redundant dictionaries," IEEE Trans. Inf. Theory, vol. 54, no. 5, pp. 2210-2219, May 2007. (Pubitemid 351689557)
-
(2008)
IEEE Transactions on Information Theory
, vol.54
, Issue.5
, pp. 2210-2219
-
-
Rauhut, H.1
Schnass, K.2
Vandergheynst, P.3
-
18
-
-
34547504121
-
The rate-distortion performance of compressed sensing
-
A. K. Fletcher, S. Rangan, and V. K. Goyal, "The rate-distortion performance of compressed sensing," in Proc. IEEE Conf. Acoustics, Speech and Signal Processing, 2007.
-
(2007)
Proc. IEEE Conf. Acoustics, Speech and Signal Processing
-
-
Fletcher, A.K.1
Rangan, S.2
Goyal, V.K.3
-
19
-
-
34249671661
-
Analysis versus synthesis in signal priors
-
DOI 10.1088/0266-5611/23/3/007, PII S0266561107384888, 007
-
P. Milanfar, M. Elad, and R. Rubinstein, "Analysis versus synthesis in signal priors," Inv. Probl., vol. 23, pp. 947-968, 2007. (Pubitemid 46838835)
-
(2007)
Inverse Problems
, vol.23
, Issue.3
, pp. 947-968
-
-
Elad, M.1
Milanfar, P.2
Rubinstein, R.3
-
20
-
-
0036612082
-
Sampling signals with finite rate of innovation
-
DOI 10.1109/TSP.2002.1003065, PII S1053587X02043921
-
M. Vetterli, P. Marziliano, and T. Blu, "Sampling signals with finite rate of innovation," IEEE Trans. Signal Process., vol. 50, no. 6, pp. 1417-1428, 2002. (Pubitemid 34822552)
-
(2002)
IEEE Transactions on Signal Processing
, vol.50
, Issue.6
, pp. 1417-1428
-
-
Vetterli, M.1
Marziliano, P.2
Blu, T.3
-
21
-
-
78549288866
-
Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization
-
B. Recht, M. Fazel, and P.A. Parrilo, "Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization," SIAM Rev., vol. 52, no. 3, pp. 471-501, 2010.
-
(2010)
SIAM Rev.
, vol.52
, Issue.3
, pp. 471-501
-
-
Recht, B.1
Fazel, M.2
Parrilo, P.A.3
-
22
-
-
77949662812
-
From theory to practice: Sub-Nyquist sampling of sparse wideband analog signals
-
Y. C. Eldar and M. Mishali, "From theory to practice: Sub-Nyquist sampling of sparse wideband analog signals," IEEE J. Sel. Topics Signal Process., vol. 4, no. 2, pp. 375-391, 2010.
-
(2010)
IEEE J. Sel. Topics Signal Process.
, vol.4
, Issue.2
, pp. 375-391
-
-
Eldar, Y.C.1
Mishali, M.2
-
24
-
-
69949164527
-
Iterative hard thresholding for compressed sensing
-
T. Blumensath and M. Davies, "Iterative hard thresholding for compressed sensing," Appl. Comput. Harmon. Anal., vol. 27, no. 3, pp. 265-274, 2009.
-
(2009)
Appl. Comput. Harmon. Anal.
, vol.27
, Issue.3
, pp. 265-274
-
-
Blumensath, T.1
Davies, M.2
-
26
-
-
57349145416
-
Iterative thresholding for sparse approximations
-
T. Blumensath and M. E. Davies, "Iterative thresholding for sparse approximations," J. Fourier Anal. Applicat., vol. 14, no. 5, pp. 629-654, 2008.
-
(2008)
J. Fourier Anal. Applicat.
, vol.14
, Issue.5
, pp. 629-654
-
-
Blumensath, T.1
Davies, M.E.2
-
28
-
-
71149117997
-
Gradient descend with sparsification: An iterative algorithm for sparse recovery with restricted isometry property
-
R. Garg and R. Khandekar, "Gradient descend with sparsification: An iterative algorithm for sparse recovery with restricted isometry property," in Proc. 26th Annu. Int. Conf. Machine Learning, 2009, pp. 337-344.
-
(2009)
Proc. 26th Annu. Int. Conf. Machine Learning
, pp. 337-344
-
-
Garg, R.1
Khandekar, R.2
-
29
-
-
51949102772
-
A simple proof of the restricted isometry property for random matrices
-
R. Baraniuk, M. Davenport, R. De Vore, and M. Wakin, "A simple proof of the restricted isometry property for random matrices," Construct. Approx., 2007.
-
(2007)
Construct. Approx.
-
-
Baraniuk, R.1
Davenport, M.2
De Vore, R.3
Wakin, M.4
-
32
-
-
33947416035
-
Near-optimal signal recovery from random projections: Universal encoding strategies?
-
DOI 10.1109/TIT.2006.885507
-
E. Candès and T. Tao, "Near optimal signal recovery from random projections: Universal encoding strategies?," IEEE Trans. Inf. Theory, vol. 52, no. 12, pp. 5406-5425, 2006. (Pubitemid 46445381)
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.12
, pp. 5406-5425
-
-
Candes, E.J.1
Tao, T.2
-
36
-
-
77955670622
-
Stable principal component pursuit
-
Jun.
-
Z. Zhou, J. Wright, X. Li, E. J. Candes, and Y. Ma, "Stable principal component pursuit," in Proc. Int. Symp. Information Theory, Jun. 2010.
-
(2010)
Proc. Int. Symp. Information Theory
-
-
Zhou, Z.1
Wright, J.2
Li, X.3
Candes, E.J.4
Ma, Y.5
-
37
-
-
61549103040
-
Blind multi-band signal reconstruction: Compressed sensing for analog signals
-
M. Mishali and Y. C. Eldar, "Blind multi-band signal reconstruction: Compressed sensing for analog signals," IEEE Trans. Signal Process., vol. 57, no. 3, pp. 993-1009, 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.3
, pp. 993-1009
-
-
Mishali, M.1
Eldar, Y.C.2
-
39
-
-
34247887411
-
Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets strang-fix
-
DOI 10.1109/TSP.2006.890907
-
P. L. Dragotti, M. Vetterli, and T. Blu, "Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets StrangFix," IEEE Trans. Signal Process., vol. 55, no. 5, pp. 1741-1757, May 2007. (Pubitemid 46691625)
-
(2007)
IEEE Transactions on Signal Processing
, vol.55
, Issue.5
, pp. 1741-1757
-
-
Dragotti, P.L.1
Vetterli, M.2
Blu, T.3
|