-
1
-
-
84884085211
-
-
Princeton University Press, Princeton, NJ. 4
-
P.-A. Absil, R. Mahony, and R. Sepulchre. Optimization Algorithms on Matrix Manifolds. Princeton University Press, Princeton, NJ, 2008. 4
-
(2008)
Optimization Algorithms on Matrix Manifolds
-
-
Absil, P.-A.1
Mahony, R.2
Sepulchre, R.3
-
2
-
-
67349251766
-
Sparse and redundant modeling of image content using an image-signature-dictionary
-
2
-
M. Aharon and M. Elad. Sparse and redundant modeling of image content using an image-signature-dictionary. SIAM Journal on Imaging Sciences, 1(3):228-247, 2008. 2
-
(2008)
SIAM Journal on Imaging Sciences
, vol.1
, Issue.3
, pp. 228-247
-
-
Aharon, M.1
Elad, M.2
-
3
-
-
33750383209
-
K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
1
-
M. Aharon, M. Elad, and A. Bruckstein. K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(11):4311-4322, 2006. 1
-
(2006)
IEEE Transactions on Signal Processing
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
4
-
-
85014561619
-
A fast iterative shrinkagethresholding algorithm for linear inverse problems
-
6
-
A. Beck and M. Teboulle. A fast iterative shrinkagethresholding algorithm for linear inverse problems. SIAM Journal Imaging Sciences, 2(1):183-202, 2009. 6
-
(2009)
SIAM Journal Imaging Sciences
, vol.2
, Issue.1
, pp. 183-202
-
-
Beck, A.1
Teboulle, M.2
-
5
-
-
80052902364
-
Sparse image representation with epitomes
-
2
-
L. Benoit, J. Mairal, F. Bach, and J. Ponce. Sparse image representation with epitomes. In IEEE Conference on Computer Vision and Pattern Recognition, pages 2913-2920, 2011. 2
-
(2011)
IEEE Conference on Computer Vision and Pattern Recognition
, pp. 2913-2920
-
-
Benoit, L.1
Mairal, J.2
Bach, F.3
Ponce, J.4
-
7
-
-
0035730017
-
An efficient hybrid conjugate gradient method for unconstrained optimization
-
5
-
Y. H. Dai and Y. Yuan. An efficient hybrid conjugate gradient method for unconstrained optimization. Annals of Operations Research, 103(1-4):33-47, 2001. 5
-
(2001)
Annals of Operations Research
, vol.103
, Issue.1-4
, pp. 33-47
-
-
Dai, Y.H.1
Yuan, Y.2
-
9
-
-
67649842407
-
Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization
-
3
-
J. M. Duarte-Carvajalino and G. Sapiro. Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization. IEEE Transactions on Image Processing, 18(7):1395-1408, 2009. 3
-
(2009)
IEEE Transactions on Image Processing
, vol.18
, Issue.7
, pp. 1395-1408
-
-
Duarte-Carvajalino, J.M.1
Sapiro, G.2
-
10
-
-
36749022762
-
Optimized projections for compressed sensing
-
3
-
M. Elad. Optimized projections for compressed sensing. IEEE Transactions on Signal Processing, 55(12):5695-5702, 2007. 3
-
(2007)
IEEE Transactions on Signal Processing
, vol.55
, Issue.12
, pp. 5695-5702
-
-
Elad, M.1
-
11
-
-
0032627073
-
Method of optimal directions for frame design
-
1
-
K. Engan, S. O. Aase, and J. Hakon Husoy. Method of optimal directions for frame design. In IEEE International Conference on Acoustics, Speech, and Signal Processing, pages 2443-2446, 1999. 1
-
(1999)
IEEE International Conference on Acoustics, Speech, and Signal Processing
, pp. 2443-2446
-
-
Engan, K.1
Aase, S.O.2
Hakon Husoy, J.3
-
12
-
-
84875742034
-
Analysis operator learning and its application to image reconstruction
-
4
-
S. Hawe, M. Kleinsteuber, and K. Diepold. Analysis Operator Learning and Its Application to Image Reconstruction. IEEE Transactions on Image Processing, 22(6):2138-2150, 2013. 4
-
(2013)
IEEE Transactions on Image Processing
, vol.22
, Issue.6
, pp. 2138-2150
-
-
Hawe, S.1
Kleinsteuber, M.2
Diepold, K.3
-
13
-
-
51849117118
-
-
Technical Report 07-49, University of Massachusetts, Amherst, October. 7
-
G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller. Labeled faces in the wild: A database for studying face recognition in unconstrained environments. Technical Report 07-49, University of Massachusetts, Amherst, October 2007. 7
-
(2007)
Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments
-
-
Huang, G.B.1
Ramesh, M.2
Berg, T.3
Learned-Miller, E.4
-
14
-
-
77956506018
-
Proximal methods for sparse hierarchical dictionary learning
-
2
-
R. Jenatton, J. Mairal, G. Obozinski, and F. Bach. Proximal methods for sparse hierarchical dictionary learning. In International Conference on Machine Learning (ICML), pages 487-494, 2010. 2
-
(2010)
International Conference on Machine Learning (ICML)
, pp. 487-494
-
-
Jenatton, R.1
Mairal, J.2
Obozinski, G.3
Bach, F.4
-
15
-
-
0037313218
-
Dictionary learning algorithms for sparse representation
-
1
-
K. Kreutz-Delgado, J. F. Murray, B. D. Rao, K. Engan, T. W. Lee, and T. J. Sejnowski. Dictionary learning algorithms for sparse representation. Neural computation, 15(2):349-396, 2003. 1
-
(2003)
Neural Computation
, 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
-
16
-
-
17544369568
-
Sparse geometric image representations with bandelets
-
1
-
E. Le Pennec and S. Mallat. Sparse geometric image representations with bandelets. IEEE Transactions on Image Processing, 14(4):423-438, 2005. 1
-
(2005)
IEEE Transactions on Image Processing
, vol.14
, Issue.4
, pp. 423-438
-
-
Le Pennec, E.1
Mallat, S.2
-
17
-
-
0024700097
-
A theory for multiresolution signal decomposition: The wavelet representation
-
1
-
S. Mallat. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(7):674-693, 1989. 1
-
(1989)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.11
, Issue.7
, pp. 674-693
-
-
Mallat, S.1
-
18
-
-
78349258863
-
Double sparsity: Learning sparse dictionaries for sparse signal approximation
-
2
-
R. Rubinstein, M. Zibulevsky, and M. Elad. Double sparsity: Learning sparse dictionaries for sparse signal approximation. IEEE Transactions on Signal Processing, 58(3):1553-1564, 2010. 2
-
(2010)
IEEE Transactions on Signal Processing
, vol.58
, Issue.3
, pp. 1553-1564
-
-
Rubinstein, R.1
Zibulevsky, M.2
Elad, M.3
-
19
-
-
69949137336
-
Multi-region probabilistic histograms for robust and scalable identity inference
-
7
-
C. Sanderson and B. C. Lovell. Multi-region probabilistic histograms for robust and scalable identity inference. In International Conference on Advances in Biometrics, pages 199-208, 2009. 7
-
(2009)
International Conference on Advances Biometrics
, pp. 199-208
-
-
Sanderson, C.1
Lovell, B.C.2
-
20
-
-
0036612499
-
The curvelet transform for image denoising
-
1
-
J.-L. Starck, E. J. Candès, and D. L. Donoho. The curvelet transform for image denoising. IEEE Transactions on Image Processing, 11(6):670-684, 2002. 1
-
(2002)
IEEE Transactions on Image Processing
, vol.11
, Issue.6
, pp. 670-684
-
-
Starck, J.-L.1
Candès, E.J.2
Donoho, D.L.3
-
22
-
-
5444237123
-
Greed is good: Algorithmic results for sparse approximation
-
3
-
J. Tropp. Greed is good: Algorithmic results for sparse approximation. IEEE Transactions on Information Theory, 50(10):2231-2242, 2004. 3
-
(2004)
IEEE Transactions on Information Theory
, vol.50
, Issue.10
, pp. 2231-2242
-
-
Tropp, J.1
-
23
-
-
1942436689
-
Image quality assessment: From error visibility to structural similarity
-
6
-
Z. Wang, A. Bovik, H. Sheikh, and E. Simoncelli. Image quality assessment: from error visibility to structural similarity. IEEE Transactions on Image Processing, 13(4):600-612, 2004. 6
-
(2004)
IEEE Transactions on Image Processing
, vol.13
, Issue.4
, pp. 600-612
-
-
Wang, Z.1
Bovik, A.2
Sheikh, H.3
Simoncelli, E.4
-
24
-
-
85162409960
-
Learning sparse representations of high dimensional data on large scale dictionaries
-
2
-
Z. J. Xiang, H. Xu, and P. J. Ramadge. Learning sparse representations of high dimensional data on large scale dictionaries. In Advances in Neural Information Processing Systems, pages 900-908, 2011. 2
-
(2011)
AdvancesNeural Information Processing Systems
, pp. 900-908
-
-
Xiang, Z.J.1
Xu, H.2
Ramadge, P.J.3
-
26
-
-
9944262108
-
A nonmonotone line search technique and its application to unconstrained optimization
-
5
-
H. Zhang and W. W. Hager. A nonmonotone line search technique and its application to unconstrained optimization. SIAM Journal on Optimization, 14(4):1043-1056, 2004. 5
-
(2004)
SIAM Journal on Optimization
, vol.14
, Issue.4
, pp. 1043-1056
-
-
Zhang, H.1
Hager, W.W.2
-
27
-
-
84255204432
-
Nonparametric bayesian dictionary learning for analysis of noisy and incomplete images
-
1
-
M. Zhou, H. Chen, J. Paisley, L. Ren, L. Li, Z. Xing, D. Dunson, G. Sapiro, and L. Carin. Nonparametric bayesian dictionary learning for analysis of noisy and incomplete images. IEEE Transactions on Image Processing, 21(1):130-144, 2012. 1
-
(2012)
IEEE Transactions on Image Processing
, vol.21
, Issue.1
, pp. 130-144
-
-
Zhou, M.1
Chen, H.2
Paisley, J.3
Ren, L.4
Li, L.5
Xing, Z.6
Dunson, D.7
Sapiro, G.8
Carin, L.9
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