-
1
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Feb.
-
E. J. 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.J.1
Romberg, J.2
Tao, T.3
-
2
-
-
33645712892
-
Compressed sensing
-
Apr.
-
D. L. 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.L.1
-
3
-
-
33947416035
-
Near-optimal signal recovery from random projections: Universal encoding strategies?
-
Dec.
-
E. J. 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.J.1
Tao, T.2
-
4
-
-
80051736221
-
Structured compressed sensing: From theory to applications
-
Sep.
-
M. F. Duarte and Y. C. Eldar, "Structured compressed sensing: From theory to applications," IEEE Trans. Signal Process., vol. 59, no. 9, pp. 4053-4085, Sep. 2011.
-
(2011)
IEEE Trans. Signal Process.
, vol.59
, Issue.9
, pp. 4053-4085
-
-
Duarte, M.F.1
Eldar, Y.C.2
-
5
-
-
67649842407
-
Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization
-
Jul.
-
J. M. Duarte-Carvajalino and G. Sapiro, "Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization," IEEE Trans. Image Process., vol. 18, no. 7, pp. 1395-1408, Jul. 2009.
-
(2009)
IEEE Trans. Image Process.
, vol.18
, Issue.7
, pp. 1395-1408
-
-
Duarte-Carvajalino, J.M.1
Sapiro, G.2
-
7
-
-
33751379736
-
Image denoising via sparse and redundant representations over learned dictionaries
-
Dec.
-
M. Elad and M. Aharon, "Image denoising via sparse and redundant representations over learned dictionaries," IEEE Trans. Image Process., vol. 15, no. 12, pp. 3736-3745, Dec. 2006.
-
(2006)
IEEE Trans. Image Process.
, vol.15
, Issue.12
, pp. 3736-3745
-
-
Elad, M.1
Aharon, M.2
-
8
-
-
0037418225
-
Optimally sparse representation in general (nonorthogonal) dictionaries via 1 minimization
-
Mar.
-
D. L. Donoho and M. Elad, "Optimally sparse representation in general (nonorthogonal) dictionaries via 1 minimization," Proc. Nat. Acad. Sci., vol. 100, no. 5, pp. 2197-2202, Mar. 2003.
-
(2003)
Proc. Nat. Acad. Sci.
, vol.100
, Issue.5
, pp. 2197-2202
-
-
Donoho, D.L.1
Elad, M.2
-
9
-
-
5444237123
-
Greed is good: Algorithmic results for sparse approximation
-
Oct.
-
J. A. Tropp, "Greed is good: Algorithmic results for sparse approximation," IEEE Trans. Inf. Theory, vol. 50, no. 10, pp. 2231-2242, Oct. 2004.
-
(2004)
IEEE Trans. Inf. Theory
, vol.50
, Issue.10
, pp. 2231-2242
-
-
Tropp, J.A.1
-
10
-
-
85032750937
-
An introduction to compressive sampling
-
Mar.
-
E. J. Candès and M. B. Wakin, "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.J.1
Wakin, M.B.2
-
11
-
-
85032751460
-
1 -2 optimization in signal and image processing
-
May
-
M. Zibulevsky and M. Elad, "1 -2 optimization in signal and image processing," IEEE Signal Process. Mag., vol. 27, no. 3, pp. 76-88, May 2010.
-
(2010)
IEEE Signal Process. Mag.
, vol.27
, Issue.3
, pp. 76-88
-
-
Zibulevsky, M.1
Elad, M.2
-
12
-
-
84908424367
-
Two-level 1 minimization for compressed sensing
-
Mar.
-
X. L. Huang, Y. Liu, L. Shi, S. V. Huffel, and J. A. K. Suykens, "Two-level 1 minimization for compressed sensing," Signal Process., vol. 108, pp. 459-475, Mar. 2015.
-
(2015)
Signal Process.
, vol.108
, pp. 459-475
-
-
Huang, X.L.1
Liu, Y.2
Shi, L.3
Huffel, S.V.4
Suykens, J.A.K.5
-
13
-
-
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
-
14
-
-
84863797254
-
On optimization of the measurement matrix for compressive sensing
-
Aalborg, Denmark, Aug.
-
V. Abolghasemi, S. Ferdowsi, B. Makkiabadi, and S. Sanei, "On optimization of the measurement matrix for compressive sensing," in Proc. 18th Eur. Signal Process. Conf., Aalborg, Denmark, Aug. 2010, pp. 427-431.
-
(2010)
Proc. 18th Eur. Signal Process. Conf.
, pp. 427-431
-
-
Abolghasemi, V.1
Ferdowsi, S.2
Makkiabadi, B.3
Sanei, S.4
-
15
-
-
80051751662
-
Sensing matrix optimization for block-sparse decoding
-
Sep.
-
L. Zelnik-Manor, K. Rosenblum, and Y. C. Eldar, "Sensing matrix optimization for block-sparse decoding," IEEE Trans. Signal Process., vol. 59, no. 9, pp. 4300-4312, Sep. 2011.
-
(2011)
IEEE Trans. Signal Process.
, vol.59
, Issue.9
, pp. 4300-4312
-
-
Zelnik-Manor, L.1
Rosenblum, K.2
Eldar, Y.C.3
-
16
-
-
84877903708
-
On projection matrix optimization for compressive sensing systems
-
Jun.
-
G. Li, Z. Zhu, D. Yang, L. Chang, and H. Bai, "On projection matrix optimization for compressive sensing systems," IEEE Trans. Signal Process., vol. 61, no. 11, pp. 2887-2898, Jun. 2013.
-
(2013)
IEEE Trans. Signal Process.
, vol.61
, Issue.11
, pp. 2887-2898
-
-
Li, G.1
Zhu, Z.2
Yang, D.3
Chang, L.4
Bai, H.5
-
17
-
-
0242323185
-
Grassmannian frames with applications to coding and communication
-
May
-
T. Strohmer and R. W. Heath, "Grassmannian frames with applications to coding and communication," Appl. Comput. Harmon. Anal., vol. 14, no. 3, pp. 257-275, May 2003.
-
(2003)
Appl. Comput. Harmon. Anal.
, vol.14
, Issue.3
, pp. 257-275
-
-
Strohmer, T.1
Heath, R.W.2
-
19
-
-
77956830813
-
Optimized projection matrix for compressive sensing
-
Feb.
-
J. Xu, Y. Pi, and Z. Cao, "Optimized projection matrix for compressive sensing," EURASIP J. Adv. Signal Process., vol. 43, pp. 1-8, Feb. 2010.
-
(2010)
EURASIP J. Adv. Signal Process.
, vol.43
, pp. 1-8
-
-
Xu, J.1
Pi, Y.2
Cao, Z.3
-
20
-
-
83955164191
-
A gradient-based alternating minimization approach for optimization of the measurement matrix in compressive sensing
-
Apr.
-
V. Abolghasemi, S. Ferdowsi, and S. Sanei, "A gradient-based alternating minimization approach for optimization of the measurement matrix in compressive sensing," Signal Process., vol. 92, no. 4, pp. 999-1009, Apr. 2012.
-
(2012)
Signal Process.
, vol.92
, Issue.4
, pp. 999-1009
-
-
Abolghasemi, V.1
Ferdowsi, S.2
Sanei, S.3
-
21
-
-
12444320397
-
Designing structured tight frames via an alternating projection method
-
Jan.
-
J. A. Tropp, I. S. Dhillon, R. W. Heath, and T. Strohmer, "Designing structured tight frames via an alternating projection method," IEEE Trans. Inf. Theory, vol. 51, no. 1, pp. 188-209, Jan. 2005.
-
(2005)
IEEE Trans. Inf. Theory
, vol.51
, Issue.1
, pp. 188-209
-
-
Tropp, J.A.1
Dhillon, I.S.2
Heath, R.W.3
Strohmer, T.4
-
22
-
-
44249089528
-
Constructing packings in Grassmannian manifolds via alternating projection
-
I. S. Dhillon, R. W. Heath, Jr., T. Strohmer, and J. A. Tropp, "Constructing packings in Grassmannian manifolds via alternating projection," Experim. Math., vol. 17, no. 1, pp. 9-35, 2008.
-
(2008)
Experim. Math.
, vol.17
, Issue.1
, pp. 9-35
-
-
Dhillon, I.S.1
Heath, R.W.2
Strohmer, T.3
Tropp, J.A.4
-
23
-
-
70450233548
-
Parametric dictionary design for sparse coding
-
Dec.
-
M. Yaghoobi, L. Daudet, and M. E. Davies, "Parametric dictionary design for sparse coding," IEEE Trans. Signal Process., vol. 57, no. 12, pp. 4800-4810, Dec. 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.12
, pp. 4800-4810
-
-
Yaghoobi, M.1
Daudet, L.2
Davies, M.E.3
-
24
-
-
84055176503
-
On the use of unit-norm tight frames to improve the average MSE performance in compressive sensing applications
-
Jan.
-
W. Chen, M. R. D. Rodrigues, and I. J. Wassell, "On the use of unit-norm tight frames to improve the average MSE performance in compressive sensing applications," IEEE Signal Process. Lett., vol. 19, no. 1, pp. 8-11, Jan. 2012.
-
(2012)
IEEE Signal Process. Lett.
, vol.19
, Issue.1
, pp. 8-11
-
-
Chen, W.1
Rodrigues, M.R.D.2
Wassell, I.J.3
-
25
-
-
84875654775
-
Projection design for statistical compressive sensing: A tight frame based approach
-
Apr.
-
W. Chen, M. R. D. Rodrigues, and I. J. Wassell, "Projection design for statistical compressive sensing: A tight frame based approach," IEEE Trans. Signal Process., vol. 61, no. 8, pp. 2016-2029, Apr. 2013.
-
(2013)
IEEE Trans. Signal Process.
, vol.61
, Issue.8
, pp. 2016-2029
-
-
Chen, W.1
Rodrigues, M.R.D.2
Wassell, I.J.3
-
26
-
-
33750383209
-
K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
Nov.
-
M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, Nov. 2006.
-
(2006)
IEEE Trans. Signal Process.
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
27
-
-
84870874964
-
Improving dictionary learning: Multiple dictionary updates and coefficient reuse
-
Jan.
-
L. N. Smith and M. Elad, "Improving dictionary learning: Multiple dictionary updates and coefficient reuse," IEEE Signal Process. Lett., vol. 20, no. 1, pp. 79-82, Jan. 2013.
-
(2013)
IEEE Signal Process. Lett.
, vol.20
, Issue.1
, pp. 79-82
-
-
Smith, L.N.1
Elad, M.2
-
28
-
-
84886676569
-
Dictionary learning for sparse representation: A novel approach
-
Dec.
-
M. Sadeghi, M. Babaie-Zadeh, and C. Jutten, "Dictionary learning for sparse representation: A novel approach," IEEE Signal Process. Lett., vol. 20, no. 12, pp. 1195-1198, Dec. 2013.
-
(2013)
IEEE Signal Process. Lett.
, vol.20
, Issue.12
, pp. 1195-1198
-
-
Sadeghi, M.1
Babaie-Zadeh, M.2
Jutten, C.3
-
30
-
-
84868571441
-
-
MIT. [Online]. Available Oct.
-
B. Russell, A. Torralba, and W.T. Freeman, Labelme, The Open Annotation Tool, MIT. [Online]. Available: http://labelme2.csail.mit.edu/Release3.0/browserTools/php/dataset.php, Oct. 2008.
-
(2008)
Labelme, the Open Annotation Tool
-
-
Russell, B.1
Torralba, A.2
Freeman, W.T.3
|