-
1
-
-
0029938380
-
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
-
D.J. Field and B.A. Olshausen, "Emergence of simple-cell receptive field properties by learning a sparse code for natural images," Nature, vol. 381, pp. 607-609, 1996.
-
(1996)
Nature
, vol.381
, pp. 607-609
-
-
Field, D.J.1
Olshausen, B.A.2
-
2
-
-
0037313218
-
Dictionary learning algorithms for sparse representation
-
Kenneth Kreutz-Delgado, Joseph F. Murray, Bhaskar D. Rao, Kjersti Engan, Te-Won Lee, and Terrence J. Sejnowski, "Dictionary learning algorithms for sparse representation," Neural Comput., vol. 15, no. 2, pp. 349-396, 2003.
-
(2003)
Neural Comput
, vol.15
, Issue.2
, pp. 349-396
-
-
Kreutz-Delgado, K.1
Murray, J.F.2
Rao, B.D.3
Engan, K.4
Lee, T.-W.5
Sejnowski, T.J.6
-
3
-
-
33750383209
-
The k-svd: An algorithm for designing of overcomplete dictionaries for sparse representation
-
nov
-
M. Aharon, M. Elad, and A.M. Bruckstein, "The k-svd: An algorithm for designing of overcomplete dictionaries for sparse representation," IEEE Transactions on Signal Processing, vol. 54, no. 11, pp. 4311-4322, nov 2006.
-
(2006)
IEEE Transactions on Signal Processing
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.M.3
-
4
-
-
0347968052
-
Sparse representations in unions of bases
-
Dec
-
Rémi Gribonval and Morten Nielsen, "Sparse representations in unions of bases," IEEE Trans. Inform. Theory, vol. 49, no. 12, pp. 3320-3325, Dec. 2003.
-
(2003)
IEEE Trans. Inform. Theory
, vol.49
, Issue.12
, pp. 3320-3325
-
-
Gribonval, R.1
Nielsen, M.2
-
5
-
-
0037418225
-
1 minimization
-
Mar
-
1 minimization," Proc. Nat. Aca. Sci., vol. 100, no. 5, pp. 2197-2202, Mar. 2003.
-
(2003)
Proc. Nat. Aca. Sci
, vol.100
, Issue.5
, pp. 2197-2202
-
-
Donoho, D.L.1
Elad, M.2
-
6
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurements
-
E. J. Candès, J. Romberg, and Terence Tao, "Stable signal recovery from incomplete and inaccurate measurements," Comm. Pure Appl. Math, vol. 59, pp. 1207-1223, 2006.
-
(2006)
Comm. Pure Appl. Math
, vol.59
, pp. 1207-1223
-
-
Candès, E.J.1
Romberg, J.2
Tao, T.3
-
7
-
-
33645712308
-
Just relax: Convex programming methods for identifying sparse signals in noise
-
Mar
-
J. Tropp, "Just relax: Convex programming methods for identifying sparse signals in noise," IEEE Trans. Information Theory, vol. 52, no. 3, pp. 1030-1051, Mar. 2006.
-
(2006)
IEEE Trans. Information Theory
, vol.52
, Issue.3
, pp. 1030-1051
-
-
Tropp, J.1
-
8
-
-
0001286812
-
On the performance of orthogonal source separation algorithms
-
Edinburgh, Sept
-
J.-F. Cardoso, "On the performance of orthogonal source separation algorithms," in Proc. EUSIPCO, Edinburgh, Sept. 1994, pp. 776-779.
-
(1994)
Proc. EUSIPCO
, pp. 776-779
-
-
Cardoso, J.-F.1
-
9
-
-
23044451368
-
Sparse component analysis and blind source separation of underdetermined mixtures
-
P. Georgiev, F.J. Theis, and A. Cichocki, "Sparse component analysis and blind source separation of underdetermined mixtures," IEEE Transactions on Neural Networks, vol. 16, no. 4, pp. 992-996, 2005.
-
(2005)
IEEE Transactions on Neural Networks
, vol.16
, Issue.4
, pp. 992-996
-
-
Georgiev, P.1
Theis, F.J.2
Cichocki, A.3
-
10
-
-
33646712150
-
On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them
-
July
-
M. Aharon, M. Elad, and A.M. Bruckstein, "On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them," Journal of Linear Algebra and Applications., vol. 416, pp. 48-67, July 2006.
-
(2006)
Journal of Linear Algebra and Applications
, vol.416
, pp. 48-67
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.M.3
-
11
-
-
0000660321
-
Blind source separation by sparse decomposition in a signal dictionary
-
M. Zibulevsky and B.A. Pearlmutter, "Blind source separation by sparse decomposition in a signal dictionary," Neural Computation, vol. 13, no. 4, pp. 863-882, 2001.
-
(2001)
Neural Computation
, vol.13
, Issue.4
, pp. 863-882
-
-
Zibulevsky, M.1
Pearlmutter, B.A.2
-
12
-
-
38149057402
-
Dictionary learning for l1-exact sparse coding
-
Independent Component Analysis and Signal Separation, Mike E. Davies, Christopher J. James, Samer A. Abdallah, and Mark D Plumbley, Eds, of, Springer
-
Mark D. Plumbley, "Dictionary learning for l1-exact sparse coding," in Independent Component Analysis and Signal Separation, Mike E. Davies, Christopher J. James, Samer A. Abdallah, and Mark D Plumbley, Eds. 2007, vol. 4666 of LNCS, pp. 406-413, Springer.
-
(2007)
LNCS
, vol.4666
, pp. 406-413
-
-
Plumbley, M.D.1
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