-
1
-
-
59749104367
-
From sparse solutions of systems of equations to sparse modeling of signals and images
-
A. M. Bruckstein, D. L. Donoho, and M. Elad, "From sparse solutions of systems of equations to sparse modeling of signals and images," SIAM Rev., vol. 51, no. 1, pp. 34-81, 2009.
-
(2009)
SIAM Rev.
, vol.51
, Issue.1
, pp. 34-81
-
-
Bruckstein, A.M.1
Donoho, D.L.2
Elad, M.3
-
2
-
-
84919696357
-
Sparse modeling for image and vision processing
-
J. Mairal, F. Bach, and J. Ponce, "Sparse modeling for image and vision processing," Found. Trends Comput. Graph. Vis., vol. 8, nos. 2-3, pp. 85-283, 2014.
-
(2014)
Found. Trends Comput. Graph. Vis.
, vol.8
, Issue.2-3
, pp. 85-283
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
-
3
-
-
80051762104
-
Distributed optimization and statistical learning via the alternating direction method of multipliers
-
S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, "Distributed optimization and statistical learning via the alternating direction method of multipliers," Found. Trends Mach. Learn., vol. 3, no. 1, pp. 1-122, 2010.
-
(2010)
Found. Trends Mach. Learn.
, vol.3
, Issue.1
, pp. 1-122
-
-
Boyd, S.1
Parikh, N.2
Chu, E.3
Peleato, B.4
Eckstein, J.5
-
4
-
-
0027842081
-
Matching pursuits with timefrequency dictionaries
-
Dec.
-
S. G. Mallat and Z. Zhang, "Matching pursuits with timefrequency dictionaries," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3397-3415, Dec. 1993.
-
(1993)
IEEE Trans. Signal Process.
, vol.41
, Issue.12
, pp. 3397-3415
-
-
Mallat, S.G.1
Zhang, Z.2
-
5
-
-
0027814133
-
Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition
-
Nov.
-
Y. C. Pati, R. Rezaiifar, and P. S. Krishnaprasad, "Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition," in Proc. Conf. Rec. 27th Asilomar Conf. Signals, Syst. Comput., Nov. 1993, pp. 40-44.
-
(1993)
Proc. Conf. Rec. 27th Asilomar Conf. Signals, Syst. Comput.
, pp. 40-44
-
-
Pati, Y.C.1
Rezaiifar, R.2
Krishnaprasad, P.S.3
-
6
-
-
77952714665
-
Dictionaries for sparse representation modeling
-
Jun.
-
R. Rubinstein, A. M. Bruckstein, and M. Elad, "Dictionaries for sparse representation modeling," Proc. IEEE, vol. 98, no. 6, pp. 1045-1057, Jun. 2010.
-
(2010)
Proc. IEEE
, vol.98
, Issue.6
, pp. 1045-1057
-
-
Rubinstein, R.1
Bruckstein, A.M.2
Elad, M.3
-
7
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM J. Sci. Comput., vol. 20, no. 1, pp. 33-61, 1998.
-
(1998)
SIAM J. Sci. Comput.
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
9
-
-
84946098260
-
Informed monaural source separation of music based on convolutional sparse coding
-
Apr.
-
P.-K. Jao, Y.-H. Yang, and B. Wohlberg, "Informed monaural source separation of music based on convolutional sparse coding," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), Apr. 2015, pp. 236-240.
-
(2015)
Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP)
, pp. 236-240
-
-
Jao, P.-K.1
Yang, Y.-H.2
Wohlberg, B.3
-
11
-
-
85162460675
-
Learning convolutional feature hierarchies for visual recognition
-
K. Kavukcuoglu, P. Sermanet, Y.-L. Boureau, K. Gregor, M. Mathieu, and Y. LeCun, "Learning convolutional feature hierarchies for visual recognition," in Proc. Adv. Neural Inf. Process. Syst., vol. 23. 2010, pp. 1090-1098.
-
(2010)
Proc. Adv. Neural Inf. Process. Syst.
, vol.23
, pp. 1090-1098
-
-
Kavukcuoglu, K.1
Sermanet, P.2
Boureau, Y.-L.3
Gregor, K.4
Mathieu, M.5
LeCun, Y.6
-
12
-
-
84856686379
-
Adaptive deconvolutional networks for mid and high level feature learning
-
Nov.
-
M. D. Zeiler, G. W. Taylor, and R. Fergus, "Adaptive deconvolutional networks for mid and high level feature learning," in Proc. IEEE Int. Conf. Comput. Vis. (ICCV), Nov. 2011, pp. 2018-2025.
-
(2011)
Proc. IEEE Int. Conf. Comput. Vis. (ICCV)
, pp. 2018-2025
-
-
Zeiler, M.D.1
Taylor, G.W.2
Fergus, R.3
-
13
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
Nov.
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-based learning applied to document recognition," Proc. IEEE, vol. 86, no. 11, pp. 2278-2324, Nov. 1998.
-
(1998)
Proc. IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
LeCun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
14
-
-
77956001004
-
Deconvolutional networks
-
Jun.
-
M. D. Zeiler, D. Krishnan, G. W. Taylor, and R. Fergus, "Deconvolutional networks," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2010, pp. 2528-2535.
-
(2010)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR)
, pp. 2528-2535
-
-
Zeiler, M.D.1
Krishnan, D.2
Taylor, G.W.3
Fergus, R.4
-
15
-
-
77955995785
-
Supervised translation-invariant sparse coding
-
Jun.
-
J. Yang, K. Yu, and T. S. Huang, "Supervised translation-invariant sparse coding," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2010, pp. 3517-3524.
-
(2010)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR)
, pp. 3517-3524
-
-
Yang, J.1
Yu, K.2
Huang, T.S.3
-
16
-
-
84887328988
-
Pedestrian detection with unsupervised multi-stage feature learning
-
Jun.
-
P. Sermanet, K. Kavukcuoglu, S. Chintala, and Y. LeCun, "Pedestrian detection with unsupervised multi-stage feature learning," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2013, pp. 3626-3633.
-
(2013)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR)
, pp. 3626-3633
-
-
Sermanet, P.1
Kavukcuoglu, K.2
Chintala, S.3
LeCun, Y.4
-
17
-
-
84879853859
-
Deep learning with hierarchical convolutional factor analysis
-
Aug.
-
B. Chen, G. Polatkan, G. Sapiro, D. Blei, D. Dunson, and L. Carin, "Deep learning with hierarchical convolutional factor analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 8, pp. 1887-1901, Aug. 2013.
-
(2013)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.35
, Issue.8
, pp. 1887-1901
-
-
Chen, B.1
Polatkan, G.2
Sapiro, G.3
Blei, D.4
Dunson, D.5
Carin, L.6
-
19
-
-
84898956708
-
Extracting regions of interest from biological images with convolutional sparse block coding
-
M. Pachitariu, A. M. Packer, N. Pettit, H. Dalgleish, M. Hausser, and M. Sahani, "Extracting regions of interest from biological images with convolutional sparse block coding," in Proc. Adv. Neural Inf. Process. Syst., vol. 26. 2013, pp. 1745-1753.
-
(2013)
Proc. Adv. Neural Inf. Process. Syst.
, vol.26
, pp. 1745-1753
-
-
Pachitariu, M.1
Packer, A.M.2
Pettit, N.3
Dalgleish, H.4
Hausser, M.5
Sahani, M.6
-
20
-
-
84893613301
-
A fast proximal method for convolutional sparse coding
-
Aug.
-
R. Chalasani, J. C. Principe, and N. Ramakrishnan, "A fast proximal method for convolutional sparse coding," in Proc. Int. Joint Conf. Neural Net. (IJCNN), Aug. 2013, pp. 1-5.
-
(2013)
Proc. Int. Joint Conf. Neural Net. (IJCNN)
, pp. 1-5
-
-
Chalasani, R.1
Principe, J.C.2
Ramakrishnan, N.3
-
21
-
-
84887381827
-
Fast convolutional sparse coding
-
Jun.
-
H. Bristow, A. Eriksson, and S. Lucey, "Fast convolutional sparse coding," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2013, pp. 391-398.
-
(2013)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR)
, pp. 391-398
-
-
Bristow, H.1
Eriksson, A.2
Lucey, S.3
-
22
-
-
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
-
23
-
-
79955408165
-
Coding time-varying signals using sparse, shift-invariant representations
-
M. S. Lewicki and T. J. Sejnowski, "Coding time-varying signals using sparse, shift-invariant representations," in Proc. Adv. Neural Inf. Process. Syst., vol. 11. 1999, pp. 730-736.
-
(1999)
Proc. Adv. Neural Inf. Process. Syst.
, vol.11
, pp. 730-736
-
-
Lewicki, M.S.1
Sejnowski, T.J.2
-
24
-
-
0034243798
-
Properties of basis functions generated by shift invariant sparse representations of natural images
-
W. Hashimoto and K. Kurata, "Properties of basis functions generated by shift invariant sparse representations of natural images," Biol. Cybern., vol. 83, no. 2, pp. 111-118, 2000.
-
(2000)
Biol. Cybern.
, vol.83
, Issue.2
, pp. 111-118
-
-
Hashimoto, W.1
Kurata, K.2
-
25
-
-
35248890422
-
Sparse coding with invariance constraints
-
Berlin, Germany: Springer-Verlag
-
H. Wersing, J. Eggert, and E. Körner, "Sparse coding with invariance constraints," in Artificial Neural Networks and Neural Information Processing (Lecture Notes in Computer Science), vol. 2714. Berlin, Germany: Springer-Verlag, 2003, pp. 385-392.
-
(2003)
Artificial Neural Networks and Neural Information Processing (Lecture Notes in Computer Science)
, vol.2714
, pp. 385-392
-
-
Wersing, H.1
Eggert, J.2
Körner, E.3
-
26
-
-
0345529041
-
Learning sparse, overcomplete representations of time-varying natural images
-
Sep.
-
B. A. Olshausen, "Learning sparse, overcomplete representations of time-varying natural images," in Proc. IEEE Int. Conf. Image Process. (ICIP), vol. 1. Sep. 2003, pp. I-41-I-44.
-
(2003)
Proc. IEEE Int. Conf. Image Process. (ICIP)
, vol.1
, pp. I41-I44
-
-
Olshausen, B.A.1
-
27
-
-
30844443604
-
On shift-invariant sparse coding
-
Berlin, Germany: Springer-Verlag
-
T. Blumensath and M. E. Davies, "On shift-invariant sparse coding," in Independent Component Analysis and Blind Signal Separation (Lecture Notes in Computer Science), vol. 3195. Berlin, Germany: Springer-Verlag, 2004, pp. 1205-1212.
-
(2004)
Independent Component Analysis and Blind Signal Separation (Lecture Notes in Computer Science)
, vol.3195
, pp. 1205-1212
-
-
Blumensath, T.1
Davies, M.E.2
-
29
-
-
30844460370
-
Sparse representations of polyphonic music
-
M. D. Plumbley, S. A. Abdallah, T. Blumensath, and M. E. Davies, "Sparse representations of polyphonic music," Signal Process., vol. 86, no. 3, pp. 417-431, 2006.
-
(2006)
Signal Process.
, vol.86
, Issue.3
, pp. 417-431
-
-
Plumbley, M.D.1
Abdallah, S.A.2
Blumensath, T.3
Davies, M.E.4
-
30
-
-
33744987389
-
Sparse and shift-invariant representations of music
-
Jan.
-
T. Blumensath and M. E. Davies, "Sparse and shift-invariant representations of music," IEEE Trans. Audio, Speech, Language Process., vol. 14, no. 1, pp. 50-57, Jan. 2006.
-
(2006)
IEEE Trans. Audio, Speech, Language Process.
, vol.14
, Issue.1
, pp. 50-57
-
-
Blumensath, T.1
Davies, M.E.2
-
31
-
-
33947685468
-
MoTIF: An efficient algorithm for learning translation invariant dictionaries
-
May
-
P. Jost, P. Vandergheynst, S. Lesage, and R. Gribonval, "MoTIF: An efficient algorithm for learning translation invariant dictionaries," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), vol. 5. May 2006, pp. 857-860.
-
(2006)
Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP)
, vol.5
, pp. 857-860
-
-
Jost, P.1
Vandergheynst, P.2
Lesage, S.3
Gribonval, R.4
-
32
-
-
27944445488
-
General design algorithm for sparse frame expansions
-
Jan.
-
K. Skretting, J. H. Husøy, and S. O. Aase, "General design algorithm for sparse frame expansions," Signal Process., vol. 86, no. 1, pp. 117-126, Jan. 2006.
-
(2006)
Signal Process.
, vol.86
, Issue.1
, pp. 117-126
-
-
Skretting, K.1
Husøy, J.H.2
Aase, S.O.3
-
33
-
-
78649630285
-
-
Ph.D. dissertation, Dept. Comput. Sci., Israel Inst. Technol., Haifa, Israel, Nov.
-
M. Aharon, "Overcomplete dictionaries for sparse representation of signals," Ph.D. dissertation, Dept. Comput. Sci., Israel Inst. Technol., Haifa, Israel, Nov. 2006.
-
(2006)
Overcomplete Dictionaries for Sparse Representation of Signals
-
-
Aharon, M.1
-
34
-
-
37849188832
-
Family of iterative LS-based dictionary learning algorithms, ILS-DLA, for sparse signal representation
-
K. Engan, K. Skretting, and J. H. Husøy, "Family of iterative LS-based dictionary learning algorithms, ILS-DLA, for sparse signal representation," Digit. Signal Process., vol. 17, no. 1, pp. 32-49, 2007.
-
(2007)
Digit. Signal Process.
, vol.17
, Issue.1
, pp. 32-49
-
-
Engan, K.1
Skretting, K.2
Husøy, J.H.3
-
35
-
-
80053205731
-
Shift-invariant sparse coding for audio classification
-
Jul.
-
R. Grosse, R. Raina, H. Kwong, and A. Y. Ng, "Shift-invariant sparse coding for audio classification," in Proc. 23rd Conf. Uncertainty Artif. Intell. (UAI), Jul. 2007, pp. 149-158.
-
(2007)
Proc. 23rd Conf. Uncertainty Artif. Intell. (UAI)
, pp. 149-158
-
-
Grosse, R.1
Raina, R.2
Kwong, H.3
Ng, A.Y.4
-
36
-
-
84863767923
-
Shift-invariant dictionary learning for sparse representations: Extending K-SVD
-
B. Mailhé, S. Lesage, R. Gribonval, F. Bimbot, and P. Vandergheynst, "Shift-invariant dictionary learning for sparse representations: Extending K-SVD," in Proc. 16th Eur. Signal Process. Conf. (EUSIPCO), 2008, pp. 1-5.
-
(2008)
Proc. 16th Eur. Signal Process. Conf. (EUSIPCO)
, pp. 1-5
-
-
Mailhé, B.1
Lesage, S.2
Gribonval, R.3
Bimbot, F.4
Vandergheynst, P.5
-
37
-
-
82455177873
-
Shift invariant sparse coding of image and music data
-
M. Mørup, M. N. Schmidt, and L. K. Hansen, "Shift invariant sparse coding of image and music data," DTU Informatics, Tech. Univ. Denmark, Kongens Lyngby, Denmark, Tech. Rep. IMM2008-04659, 2008.
-
(2008)
DTU Informatics, Tech. Univ. Denmark, Kongens Lyngby, Denmark, Tech. Rep. IMM2008-04659
-
-
Mørup, M.1
Schmidt, M.N.2
Hansen, L.K.3
-
38
-
-
58049184130
-
Shift-invariant sparse representation of images using learned dictionaries
-
Oct.
-
J. J. Thiagarajan, K. N. Ramamurthy, and A. Spanias, "Shift-invariant sparse representation of images using learned dictionaries," in Proc. IEEE Workshop Mach. Learn. Signal Process. (MLSP), Oct. 2008, pp. 145-150.
-
(2008)
Proc. IEEE Workshop Mach. Learn. Signal Process. (MLSP)
, pp. 145-150
-
-
Thiagarajan, J.J.1
Ramamurthy, K.N.2
Spanias, A.3
-
39
-
-
77951965924
-
Sparse image representations with shift-invariant tree-structured dictionaries
-
Nov.
-
M. Nakashizuka, H. Nishiura, and Y. Iiguni, "Sparse image representations with shift-invariant tree-structured dictionaries," in Proc. IEEE Int. Conf. Image Process. (ICIP), Nov. 2009, pp. 2145-2148.
-
(2009)
Proc. IEEE Int. Conf. Image Process. (ICIP)
, pp. 2145-2148
-
-
Nakashizuka, M.1
Nishiura, H.2
Iiguni, Y.3
-
40
-
-
77949893225
-
Sparse image representations with shift and rotation invariance constraints
-
Jan.
-
Y.-K. Tomokusa, M. Nakashizuka, and Y. Iiguni, "Sparse image representations with shift and rotation invariance constraints," in Proc. Int. Symp. Intell. Signal Process. Commun. Syst. (ISPACS), Jan. 2009, pp. 256-259.
-
(2009)
Proc. Int. Symp. Intell. Signal Process. Commun. Syst. (ISPACS)
, pp. 256-259
-
-
Tomokusa, Y.-K.1
Nakashizuka, M.2
Iiguni, Y.3
-
42
-
-
84858314540
-
Shift and 2D rotation invariant sparse coding for multivariate signals
-
Apr.
-
Q. Barthélemy, A. Larue, A. Mayoue, D. Mercier, and J. I. Mars, "Shift and 2D rotation invariant sparse coding for multivariate signals," IEEE Trans. Signal Process., vol. 60, no. 4, pp. 1597-1611, Apr. 2012.
-
(2012)
IEEE Trans. Signal Process.
, vol.60
, Issue.4
, pp. 1597-1611
-
-
Barthélemy, Q.1
Larue, A.2
Mayoue, A.3
Mercier, D.4
Mars, J.I.5
-
43
-
-
84890525455
-
Learning phase-invariant dictionaries
-
May
-
G. Pope, C. Aubel, and C. Studer, "Learning phase-invariant dictionaries," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), May 2013, pp. 5979-5983.
-
(2013)
Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP)
, pp. 5979-5983
-
-
Pope, G.1
Aubel, C.2
Studer, C.3
-
44
-
-
84888082219
-
Explicit shift-invariant dictionary learning
-
Jan.
-
C. Rusu, B. Dumitrescu, and S. A. Tsaftaris, "Explicit shift-invariant dictionary learning," IEEE Signal Process. Lett., vol. 21, no. 1, pp. 6-9, Jan. 2014.
-
(2014)
IEEE Signal Process. Lett.
, vol.21
, Issue.1
, pp. 6-9
-
-
Rusu, C.1
Dumitrescu, B.2
Tsaftaris, S.A.3
-
45
-
-
26444495697
-
Development of localized oriented receptive fields by learning a translation-invariant code for natural images
-
R. P. N. Rao and D. H. Ballard, "Development of localized oriented receptive fields by learning a translation-invariant code for natural images," Netw., Comput. Neural Syst., vol. 9, no. 2, pp. 219-234, 1998.
-
(1998)
Netw., Comput. Neural Syst.
, vol.9
, Issue.2
, pp. 219-234
-
-
Rao, R.P.N.1
Ballard, D.H.2
-
46
-
-
80052892193
-
Recovery of sparse translation-invariant signals with continuous basis pursuit
-
Oct.
-
C. Ekanadham, D. Tranchina, and E. P. Simoncelli, "Recovery of sparse translation-invariant signals with continuous basis pursuit," IEEE Trans. Signal Process., vol. 59, no. 10, pp. 4735-4744, Oct. 2011.
-
(2011)
IEEE Trans. Signal Process.
, vol.59
, Issue.10
, pp. 4735-4744
-
-
Ekanadham, C.1
Tranchina, D.2
Simoncelli, E.P.3
-
47
-
-
4544229893
-
Unsupervised learning of sparse and shift-invariant decompositions of polyphonic music
-
May
-
T. Blumensath and M. E. Davies, "Unsupervised learning of sparse and shift-invariant decompositions of polyphonic music," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), vol. 5. May 2004, pp. 497-500.
-
(2004)
Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP)
, vol.5
, pp. 497-500
-
-
Blumensath, T.1
Davies, M.E.2
-
48
-
-
84959212303
-
-
Univ. California, Irvine, CA, USA, Tech. Rep., May
-
B. Kong and C. C. Fowlkes, "Fast convolutional sparse coding (FCSC)," Univ. California, Irvine, CA, USA, Tech. Rep., May 2014.
-
(2014)
Fast Convolutional Sparse Coding (FCSC)
-
-
Kong, B.1
Fowlkes, C.C.2
-
49
-
-
77952739016
-
Non-local sparse models for image restoration
-
Sep./Oct.
-
J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman, "Non-local sparse models for image restoration," in Proc. IEEE 12th Int. Conf. Comput. Vis. (ICCV), Sep./Oct. 2009, pp. 2272-2279.
-
(2009)
Proc. IEEE 12th Int. Conf. Comput. Vis. (ICCV)
, pp. 2272-2279
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
Zisserman, A.5
-
50
-
-
0034239566
-
Alternating direction method with self-adaptive penalty parameters for monotone variational inequalities
-
B. S. He, H. Yang, and S. L. Wang, "Alternating direction method with self-adaptive penalty parameters for monotone variational inequalities," J. Optim. Theory Appl., vol. 106, no. 2, pp. 337-356, 2000.
-
(2000)
J. Optim. Theory Appl.
, vol.106
, Issue.2
, pp. 337-356
-
-
He, B.S.1
Yang, H.2
Wang, S.L.3
-
52
-
-
77955783919
-
Fast image recovery using variable splitting and constrained optimization
-
Sep.
-
M. V. Afonso, J. M. Bioucas-Dias, and M. A. T. Figueiredo, "Fast image recovery using variable splitting and constrained optimization," IEEE Trans. Image Process., vol. 19, no. 9, pp. 2345-2356, Sep. 2010.
-
(2010)
IEEE Trans. Image Process.
, vol.19
, Issue.9
, pp. 2345-2356
-
-
Afonso, M.V.1
Bioucas-Dias, J.M.2
Figueiredo, M.A.T.3
-
53
-
-
0032627073
-
Method of optimal directions for frame design
-
Mar.
-
K. Engan, S. O. Aase, and J. H. Husøy, "Method of optimal directions for frame design," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), vol. 5. Mar. 1999, pp. 2443-2446.
-
(1999)
Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP)
, vol.5
, pp. 2443-2446
-
-
Engan, K.1
Aase, S.O.2
Husøy, J.H.3
-
54
-
-
79951838072
-
An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems
-
Mar.
-
M. V. Afonso, J. M. Bioucas-Dias, and M. A. T. Figueiredo, "An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems," IEEE Trans. Image Process., vol. 20, no. 3, pp. 681-695, Mar. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.3
, pp. 681-695
-
-
Afonso, M.V.1
Bioucas-Dias, J.M.2
Figueiredo, M.A.T.3
-
55
-
-
84861651251
-
An augmented Lagrangian multi-scale dictionary learning algorithm
-
Sep.
-
Q. Liu, J. Luo, S. Wang, M. Xiao, and M. Ye, "An augmented Lagrangian multi-scale dictionary learning algorithm," EURASIP J. Adv. Signal Process., vol. 2011, p. 58, Sep. 2011.
-
(2011)
EURASIP J. Adv. Signal Process.
, vol.2011
, pp. 58
-
-
Liu, Q.1
Luo, J.2
Wang, S.3
Xiao, M.4
Ye, M.5
-
57
-
-
55149117992
-
Learning multiscale sparse representations for image and video restoration
-
J. Mairal, G. Sapiro, and M. Elad, "Learning multiscale sparse representations for image and video restoration," Multiscale Model. Simul., vol. 7, no. 1, pp. 214-241, 2008.
-
(2008)
Multiscale Model. Simul.
, vol.7
, Issue.1
, pp. 214-241
-
-
Mairal, J.1
Sapiro, G.2
Elad, M.3
-
58
-
-
0035339685
-
Fast matching pursuit with a multiscale dictionary of Gaussian chirps
-
May
-
R. Gribonval, "Fast matching pursuit with a multiscale dictionary of Gaussian chirps," IEEE Trans. Signal Process., vol. 49, no. 5, pp. 994-1001, May 2001.
-
(2001)
IEEE Trans. Signal Process.
, vol.49
, Issue.5
, pp. 994-1001
-
-
Gribonval, R.1
-
59
-
-
24644499234
-
Learning sparse image codes using a wavelet pyramid architecture
-
B. A. Olshausen, P. Sallee, and M. S. Lewicki, "Learning sparse image codes using a wavelet pyramid architecture," in Proc. Adv. Neural Inf. Process. Syst., vol. 13. 2000, pp. 887-893.
-
(2000)
Proc. Adv. Neural Inf. Process. Syst.
, vol.13
, pp. 887-893
-
-
Olshausen, B.A.1
Sallee, P.2
Lewicki, M.S.3
-
61
-
-
80051739900
-
Multi-scale dictionary learning using wavelets
-
Sep.
-
B. Ophir, M. Lustig, and M. Elad, "Multi-scale dictionary learning using wavelets," IEEE J. Sel. Topics Signal Process., vol. 5, no. 5, pp. 1014-1024, Sep. 2011.
-
(2011)
IEEE J. Sel. Topics Signal Process.
, vol.5
, Issue.5
, pp. 1014-1024
-
-
Ophir, B.1
Lustig, M.2
Elad, M.3
-
63
-
-
84885598278
-
Bayesian learning of sparse multiscale image representations
-
Dec.
-
J. M. Hughes, D. N. Rockmore, and Y. Wang, "Bayesian learning of sparse multiscale image representations," IEEE Trans. Image Process., vol. 22, no. 12, pp. 4972-4983, Dec. 2013.
-
(2013)
IEEE Trans. Image Process.
, vol.22
, Issue.12
, pp. 4972-4983
-
-
Hughes, J.M.1
Rockmore, D.N.2
Wang, Y.3
-
64
-
-
48149092297
-
Multiscale sparse image representationwith learned dictionaries
-
Sep.
-
J. Mairal, G. Sapiro, and M. Elad, "Multiscale sparse image representationwith learned dictionaries," in Proc. IEEE Int. Conf. Image Process. (ICIP), vol. 3. Sep. 2007, pp. 105-108.
-
(2007)
Proc. IEEE Int. Conf. Image Process. (ICIP)
, vol.3
, pp. 105-108
-
-
Mairal, J.1
Sapiro, G.2
Elad, M.3
-
66
-
-
0024682770
-
Updating the inverse of a matrix
-
Jun.
-
W. W. Hager, "Updating the inverse of a matrix," SIAM Rev., vol. 31, no. 2, pp. 221-239, Jun. 1989.
-
(1989)
SIAM Rev.
, vol.31
, Issue.2
, pp. 221-239
-
-
Hager, W.W.1
-
67
-
-
31544476535
-
A Sherman-Morrison approach to the solution of linear systems
-
May
-
N. Egidi and P. Maponi, "A Sherman-Morrison approach to the solution of linear systems," J. Comput. Appl. Math., vol. 189, nos. 1-2, pp. 703-718, May 2006.
-
(2006)
J. Comput. Appl. Math.
, vol.189
, Issue.1-2
, pp. 703-718
-
-
Egidi, N.1
Maponi, P.2
|