-
1
-
-
85032751965
-
Compressive sensing [lecture notes]
-
Jul
-
R. Baraniuk, "Compressive sensing [lecture notes]," IEEE Signal Process. Mag., vol. 24, no. 4, pp. 118-121, Jul. 2007.
-
(2007)
IEEE Signal Process. Mag
, vol.24
, Issue.4
, pp. 118-121
-
-
Baraniuk, R.1
-
2
-
-
51849095071
-
-
MIT, Cambridge, MA, Tech. Rep. MIT-CSAIL-TR-2008-001
-
R. Berinde and P. Indyk, "Sparse recovery using sparse random matrices," MIT, Cambridge, MA, Tech. Rep. MIT-CSAIL-TR-2008-001, 2008.
-
(2008)
Sparse recovery using sparse random matrices
-
-
Berinde, R.1
Indyk, P.2
-
3
-
-
57949113508
-
-
MIT, Cambridge, MA, Tech. Rep
-
R. Berinde, A. Geilbert, P. Indyk, H. Karloff, and M. Strauss, "Combining geometry and combinatorices: A unified approach to sparse signal recovery," MIT, Cambridge, MA, 2008. Tech. Rep.
-
(2008)
Combining geometry and combinatorices: A unified approach to sparse signal recovery
-
-
Berinde, R.1
Geilbert, A.2
Indyk, P.3
Karloff, H.4
Strauss, M.5
-
4
-
-
0001432524
-
Adaptive regularized constrained least squares image restoration
-
Sep
-
T. Berger, J. Stromberg, and T. Eltoft, "Adaptive regularized constrained least squares image restoration," IEEE Trans. Image Process., vol. 8, no. 9, pp. 1191-1203, Sep. 1999.
-
(1999)
IEEE Trans. Image Process
, vol.8
, Issue.9
, pp. 1191-1203
-
-
Berger, T.1
Stromberg, J.2
Eltoft, T.3
-
5
-
-
61349175496
-
-
T. Blumensath and M. Davies, Iterative Hard Thresholding for Compressed Sensing. Edinburgh, U.K.: Univ. Edinburgh, 2008. Preprint, IDCOM.
-
T. Blumensath and M. Davies, Iterative Hard Thresholding for Compressed Sensing. Edinburgh, U.K.: Univ. Edinburgh, 2008. Preprint, IDCOM.
-
-
-
-
6
-
-
57349145416
-
Iterative thresholding for sparse approximations
-
to be published
-
T. Blumensath and M. Davies, "Iterative thresholding for sparse approximations," J. Fourier Anal. Appl., 2008, to be published.
-
(2008)
J. Fourier Anal. Appl
-
-
Blumensath, T.1
Davies, M.2
-
8
-
-
29144439194
-
Decoding by linear programming
-
Dec
-
E. Candès and T. Tao, "Decoding by linear programming," IEEE Trans. Inf. Theory, vol. 51, no. 12, pp. 4203-4215, Dec. 2005.
-
(2005)
IEEE Trans. Inf. Theory
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candès, E.1
Tao, T.2
-
9
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurement
-
Aug
-
E. Candès, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurement," Commun. Pure Appl. Math., vol. 59, no. 8, pp. 1207-1223, Aug. 2006.
-
(2006)
Commun. Pure Appl. Math
, vol.59
, Issue.8
, pp. 1207-1223
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
10
-
-
33947416035
-
Near-optimal signal recovery from random projections: Universal encoding strategies?
-
Dec
-
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, Dec. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.12
, pp. 5406-5425
-
-
Candès, E.1
Tao, T.2
-
11
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Feb
-
E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
12
-
-
85032750937
-
An introduction to compressive sampling
-
Mar
-
E. Candès, "An introduction to compressive sampling," IEEE Signal Process. Mag., vol. 25, no. 2, pp. 21-30, Mar. 2008.
-
(2008)
IEEE Signal Process. Mag
, vol.25
, Issue.2
, pp. 21-30
-
-
Candès, E.1
-
14
-
-
2442458882
-
2 singularities
-
Feb
-
2 singularities," Commun. Pure Appl. Math., vol. 57, no. 2, pp. 219-266, Feb. 2004.
-
(2004)
Commun. Pure Appl. Math
, vol.57
, Issue.2
, pp. 219-266
-
-
Candès, E.1
Donoho, D.2
-
15
-
-
33845602456
-
Fast discrete curvelet transforms
-
E. Candès, L. Demanet, D. Donoho, and L. Ying, "Fast discrete curvelet transforms," Multiscale Model. Simul., vol. 5, no. 3, pp. 861-889, 2006.
-
(2006)
Multiscale Model. Simul
, vol.5
, Issue.3
, pp. 861-889
-
-
Candès, E.1
Demanet, L.2
Donoho, D.3
Ying, L.4
-
16
-
-
9744283500
-
Singular integrals, image smoothness, and the recovery of texture in image deblurring
-
A. Carasso, "Singular integrals, image smoothness, and the recovery of texture in image deblurring," SIAM J. Appl. Math., vol. 64, no. 5, pp. 1749-1774, 2004.
-
(2004)
SIAM J. Appl. Math
, vol.64
, Issue.5
, pp. 1749-1774
-
-
Carasso, A.1
-
17
-
-
61349169849
-
-
J. Duarete-Carvajalino and G. Sapiro, Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsitying Dictionary Optimization. Minneapolis, MN: Univ. Minnesota, 2008. IMA Preprint 2211m.
-
J. Duarete-Carvajalino and G. Sapiro, Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsitying Dictionary Optimization. Minneapolis, MN: Univ. Minnesota, 2008. IMA Preprint 2211m.
-
-
-
-
18
-
-
7044231546
-
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
-
Nov
-
I. Daubechies, M. De Friese, and C. De Mol, "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint," Commun. Pure Appl. Math., vol. 57, no. 11, pp. 1413-1457, Nov. 2004.
-
(2004)
Commun. Pure Appl. Math
, vol.57
, Issue.11
, pp. 1413-1457
-
-
Daubechies, I.1
De Friese, M.2
De Mol, C.3
-
19
-
-
35148877210
-
Wave atoms and sparsity of oscillatory patterns
-
L. Demanet and L. Ying, "Wave atoms and sparsity of oscillatory patterns," Appl. Comput. Harmon. Anal., vol. 23, no. 3, pp. 368-387, 2007.
-
(2007)
Appl. Comput. Harmon. Anal
, vol.23
, Issue.3
, pp. 368-387
-
-
Demanet, L.1
Ying, L.2
-
20
-
-
36248929865
-
Deterministic constructions of compressed sensing matrices
-
Aug
-
R. DeVore, "Deterministic constructions of compressed sensing matrices," J. Complex., vol. 23, no. 4-6, pp. 918-925, Aug. 2007.
-
(2007)
J. Complex
, vol.23
, Issue.4-6
, pp. 918-925
-
-
DeVore, R.1
-
21
-
-
28944432472
-
The contourlet transform: An efficient directional multiresolution image representation
-
Dec
-
M. Do and M. Vetterli, "The contourlet transform: An efficient directional multiresolution image representation," IEEE Trans. Image Process., vol. 14, no. 12, pp. 2091-2106, Dec. 2005.
-
(2005)
IEEE Trans. Image Process
, vol.14
, Issue.12
, pp. 2091-2106
-
-
Do, M.1
Vetterli, M.2
-
22
-
-
33645712892
-
Compressed sensing
-
Apr
-
D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
23
-
-
0029288068
-
Nonlinear solution of inverse problems by waveletvaguelette decomposition
-
D. Donoho, "Nonlinear solution of inverse problems by waveletvaguelette decomposition," Appl. Comput. Harmon. Anal., vol. 2, pp. 101-126, 1995.
-
(1995)
Appl. Comput. Harmon. Anal
, vol.2
, pp. 101-126
-
-
Donoho, D.1
-
24
-
-
34547970687
-
-
submitted for publication
-
D. Donoho, Y. Tsaig, I. Drori, and J. Starck, Sparse solution of underdetermined linear equations by stagewise Orthogonal Matching Pursuit, 2008, submitted for publication.
-
(2008)
Sparse solution of underdetermined linear equations by stagewise Orthogonal Matching Pursuit
-
-
Donoho, D.1
Tsaig, Y.2
Drori, I.3
Starck, J.4
-
25
-
-
36749022762
-
Optimized projections for compressed sensing
-
Dec
-
M. Elad, "Optimized projections for compressed sensing," IEEE Trans. Signal Process., vol. 55, no. 12, pp. 5695-5702, Dec. 2007.
-
(2007)
IEEE Trans. Signal Process
, vol.55
, Issue.12
, pp. 5695-5702
-
-
Elad, M.1
-
26
-
-
85032752277
-
Single-pixel imaging via compressive sampling
-
Mar
-
M. Duarte, M. Davenport, D. Takhar, J. Laska, T. Sun, K. Kelly, and R. Baraniuk, "Single-pixel imaging via compressive sampling," IEEE Signal Process. Mag., vol. 25, no. 2, pp. 83-91, Mar. 2008.
-
(2008)
IEEE Signal Process. Mag
, vol.25
, Issue.2
, pp. 83-91
-
-
Duarte, M.1
Davenport, M.2
Takhar, D.3
Laska, J.4
Sun, T.5
Kelly, K.6
Baraniuk, R.7
-
27
-
-
42149167847
-
-
M. Elad, B. Matalon, J. Shtok, and M. Zibulevsky, A wide-angle view at iterated shrinkage algorithms, Proc. SPIE, 6701, pp. 670102:1-670102:19, 2007.
-
M. Elad, B. Matalon, J. Shtok, and M. Zibulevsky, "A wide-angle view at iterated shrinkage algorithms," Proc. SPIE, vol. 6701, pp. 670102:1-670102:19, 2007.
-
-
-
-
28
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
-
Dec
-
M. Figueiredo, R. Nowak, and S. Wright, "Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems," IEEE J. Sel. Topics Signal Process., vol. 1, no. 4, pp. 586-597, Dec. 2007.
-
(2007)
IEEE J. Sel. Topics Signal Process
, vol.1
, Issue.4
, pp. 586-597
-
-
Figueiredo, M.1
Nowak, R.2
Wright, S.3
-
29
-
-
34547716397
-
-
MIT Comput. Sci. Artif. Intell. Lab, Cambridge, MA, Tech. Rep. MIT-CSAIL-TR-2006-058
-
R. Fergus, A. Torralba, and W Freeman, "Random lens imaging," MIT Comput. Sci. Artif. Intell. Lab., Cambridge, MA, Tech. Rep. MIT-CSAIL-TR-2006-058, 2006.
-
(2006)
Random lens imaging
-
-
Fergus, R.1
Torralba, A.2
Freeman, W.3
-
31
-
-
0036342277
-
Are natural images of bounded variation?
-
Y. Gousseau and J. M. Morel, "Are natural images of bounded variation?" SIAM J. Math. Anal., vol. 33, no. 3, pp. 634-648, 2001.
-
(2001)
SIAM J. Math. Anal
, vol.33
, Issue.3
, pp. 634-648
-
-
Gousseau, Y.1
Morel, J.M.2
-
32
-
-
43549122094
-
Simply denoise: Wavefield reconstruction via jittered undersampling
-
G. Hennenfent and F Herrmann, "Simply denoise: Wavefield reconstruction via jittered undersampling," Geophysics, vol. 73, no. 3, pp. V19-V28, 2008.
-
(2008)
Geophysics
, vol.73
, Issue.3
-
-
Hennenfent, G.1
Herrmann, F.2
-
33
-
-
0038659945
-
Deconvolution by thresholding in mirror wavelet bases
-
Apr
-
J. Kalifa, S. Mallat, and B. Rouge, "Deconvolution by thresholding in mirror wavelet bases," IEEE Trans. Image Process., vol. 12, no. 4, pp. 446-457, Apr. 2003.
-
(2003)
IEEE Trans. Image Process
, vol.12
, Issue.4
, pp. 446-457
-
-
Kalifa, J.1
Mallat, S.2
Rouge, B.3
-
34
-
-
17544369568
-
Sparse geometric image representations with bandelets
-
Apr
-
E. Le Pennec and S. Mallat, "Sparse geometric image representations with bandelets," IEEE Trans. Image Process., vol. 14, no. 4, pp. 423-438, Apr. 2005.
-
(2005)
IEEE Trans. Image Process
, vol.14
, Issue.4
, pp. 423-438
-
-
Le Pennec, E.1
Mallat, S.2
-
35
-
-
36849088522
-
Sparse MRI: The application of compressed sensing for rapid MR imaging
-
Dec
-
M. Lustig, D. Donoho, and J. Pauly, "Sparse MRI: The application of compressed sensing for rapid MR imaging," Magn. Reson. Med., vol. 58, no. 6, pp. 1182-1195, Dec. 2007.
-
(2007)
Magn. Reson. Med
, vol.58
, Issue.6
, pp. 1182-1195
-
-
Lustig, M.1
Donoho, D.2
Pauly, J.3
-
36
-
-
34547702181
-
Deconvolution using singular integral regularization and curvelet shrinkage
-
Aug
-
J. Ma, "Deconvolution using singular integral regularization and curvelet shrinkage," Phys. Lett. A, vol. 368, no. 3/4, pp. 245-250, Aug. 2007.
-
(2007)
Phys. Lett. A
, vol.368
, Issue.3-4
, pp. 245-250
-
-
Ma, J.1
-
37
-
-
34548226939
-
Combined curvelet shrinkage and nonlinear anisotropic diffusion
-
Sep
-
J. Ma and G. Plonka, "Combined curvelet shrinkage and nonlinear anisotropic diffusion," IEEE Trans. Image Process., vol. 16, no. 9, pp. 2198-2206, Sep. 2007.
-
(2007)
IEEE Trans. Image Process
, vol.16
, Issue.9
, pp. 2198-2206
-
-
Ma, J.1
Plonka, G.2
-
38
-
-
61349189925
-
Compressed sensing for surface metrology
-
to be published
-
J. Ma, "Compressed sensing for surface metrology," IEEE Trans. Instrum. Meas., 2008, to be published.
-
(2008)
IEEE Trans. Instrum. Meas
-
-
Ma, J.1
-
39
-
-
61349163269
-
Single-pixel remote sensing
-
to be published
-
J. Ma, "Single-pixel remote sensing," IEEE Geosci. Remote Sens. Lett., 2008, to be published.
-
(2008)
IEEE Geosci. Remote Sens. Lett
-
-
Ma, J.1
-
40
-
-
33846946803
-
-
J. Ma, Curvelets for surface characterization, Appl. Phys. Lett., 90, no. 5, pp. 054109:1-054109:3, Jan. 2007.
-
J. Ma, "Curvelets for surface characterization," Appl. Phys. Lett., vol. 90, no. 5, pp. 054109:1-054109:3, Jan. 2007.
-
-
-
-
41
-
-
33845665702
-
Curvelet-based snake for multiscale detection and tracking of geophysical fluids
-
Dec
-
J. Ma, A. Antoniadis, and F.-X. Le Dimet, "Curvelet-based snake for multiscale detection and tracking of geophysical fluids," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 12, pp. 3626-3638, Dec. 2006.
-
(2006)
IEEE Trans. Geosci. Remote Sens
, vol.44
, Issue.12
, pp. 3626-3638
-
-
Ma, J.1
Antoniadis, A.2
Le Dimet, F.-X.3
-
42
-
-
33745633093
-
A segmentation-based regularization term for image deconvolution
-
Jul
-
M. Mignotte, "A segmentation-based regularization term for image deconvolution," IEEE Trans. Image Process., vol. 15, no. 7, pp. 1973-1984, Jul. 2006.
-
(2006)
IEEE Trans. Image Process
, vol.15
, Issue.7
, pp. 1973-1984
-
-
Mignotte, M.1
-
43
-
-
57949093358
-
CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
-
to be published
-
D. Needell and J. Tropp, "CoSaMP: Iterative signal recovery from incomplete and inaccurate samples," Appl. Comput. Harmon. Anal., 2008, to be published.
-
(2008)
Appl. Comput. Harmon. Anal
-
-
Needell, D.1
Tropp, J.2
-
44
-
-
0742286341
-
For WaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems
-
Feb
-
R. Neelamani, H. Choi, and R. Baraniuk, "For WaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems," IEEE Trans. Signal Process., vol. 52, no. 2, pp. 418-433, Feb. 2004.
-
(2004)
IEEE Trans. Signal Process
, vol.52
, Issue.2
, pp. 418-433
-
-
Neelamani, R.1
Choi, H.2
Baraniuk, R.3
-
45
-
-
35448975130
-
Optical architectures for compressive imaging
-
Aug
-
M. Neifeld and J. Ke, "Optical architectures for compressive imaging," Appl. Opt., vol. 46, no. 22, pp. 5293-5303, Aug. 2007.
-
(2007)
Appl. Opt
, vol.46
, Issue.22
, pp. 5293-5303
-
-
Neifeld, M.1
Ke, J.2
-
46
-
-
37249085237
-
Best basis compressed sensing
-
Jun
-
G. Peyré, "Best basis compressed sensing," in Proc. SSVM, Jun. 2007, pp. 80-91.
-
(2007)
Proc. SSVM
, pp. 80-91
-
-
Peyré, G.1
-
47
-
-
33748566763
-
-
N. Pitsianis et al., Compressive imaging sensors, Proc. SPIE, 6232, pp. 62320A:1-62320A:9, 2006.
-
N. Pitsianis et al., "Compressive imaging sensors," Proc. SPIE, vol. 6232, pp. 62320A:1-62320A:9, 2006.
-
-
-
-
48
-
-
43749118418
-
Compressed sensing and redundant dictionaries
-
May
-
H. Rauhut, K. Schnass, and P. Vandergheynst, "Compressed sensing and redundant dictionaries," IEEE Trans. Inf. Theory, vol. 54, no. 5, pp. 2210-2219, May 2008.
-
(2008)
IEEE Trans. Inf. Theory
, vol.54
, Issue.5
, pp. 2210-2219
-
-
Rauhut, H.1
Schnass, K.2
Vandergheynst, P.3
-
49
-
-
44049111982
-
Nonlinear total variation based noise removal algorithms
-
Nov
-
L. Rudin, S. Osher, and E. Fatemi, "Nonlinear total variation based noise removal algorithms," Phys. D, vol. 60, no. 1-4, pp. 259-268, Nov. 1992.
-
(1992)
Phys. D
, vol.60
, Issue.1-4
, pp. 259-268
-
-
Rudin, L.1
Osher, S.2
Fatemi, E.3
-
50
-
-
0036612499
-
The curvelet transform for image denoising
-
Jun
-
J. Starck, E. Candès, and D. Donoho, "The curvelet transform for image denoising," IEEE Trans. Image Process., vol. 11, no. 6, pp. 670-684, Jun. 2002.
-
(2002)
IEEE Trans. Image Process
, vol.11
, Issue.6
, pp. 670-684
-
-
Starck, J.1
Candès, E.2
Donoho, D.3
-
51
-
-
51849111547
-
Toeplitz block matrices in compressed sensing and their applications in imaging
-
May 30-31
-
F. Sebert, L. Ying, and Y. Zou, "Toeplitz block matrices in compressed sensing and their applications in imaging," in Proc. IATB, May 30-31, 2008, pp. 47-50.
-
(2008)
Proc. IATB
, pp. 47-50
-
-
Sebert, F.1
Ying, L.2
Zou, Y.3
-
52
-
-
64649083745
-
Signal recovery from random measurements via orthogonal matching pursuit
-
Dec
-
J. Tropp and A. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
-
(2007)
IEEE Trans. Inf. Theory
, vol.53
, Issue.12
, pp. 4655-4666
-
-
Tropp, J.1
Gilbert, A.2
-
53
-
-
84977895355
-
Bregman iterative algorithms for ell-1 minimization with applications to compressed sensing
-
W. Yin, S. Osher, D. Goldfarm, and J. Darbon, "Bregman iterative algorithms for ell-1 minimization with applications to compressed sensing," SIAM J. Imaging Sci., vol. 1, no. 1, pp. 143-168, 2008.
-
(2008)
SIAM J. Imaging Sci
, vol.1
, Issue.1
, pp. 143-168
-
-
Yin, W.1
Osher, S.2
Goldfarm, D.3
Darbon, J.4
|