-
1
-
-
77955988114
-
The k-svd: An algorithm for designing of overcomplete dictionaries for sparse representations
-
4, 3, 6
-
M. Aharon, M. Elad, and A. M. Bruckstein. The k-svd: An algorithm for designing of overcomplete dictionaries for sparse representations. IEEE TIP, 2006. 2, 3, 6
-
(2006)
IEEE TIP
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.M.3
-
3
-
-
38349013721
-
Lambertian reflection and linear subspaces
-
7
-
R. Basri and D. Jacobs. Lambertian reflection and linear subspaces. IEEE TPAMI, 2003. 7
-
(2003)
IEEE TPAMI
-
-
Basri, R.1
Jacobs, D.2
-
5
-
-
84866726489
-
An improved approximation algorithm for the column subset selection problem
-
1
-
C. Boutsidis, M.W. Mahoney, and P. Drineas. An improved approximation algorithm for the column subset selection problem. Proceedings of SODA, 2009. 1
-
(2009)
Proceedings of SODA
-
-
Boutsidis, C.1
Mahoney, M.W.2
Drineas, P.3
-
6
-
-
0002170151
-
Rank revealing qr factorizations
-
1
-
T. Chan. Rank revealing qr factorizations. Lin. Alg. and its Appl., 1987. 1
-
(1987)
Lin. Alg. and Its Appl.
-
-
Chan, T.1
-
11
-
-
70450184118
-
Sparse subspace clustering
-
2, 5
-
E. Elhamifar and R. Vidal. Sparse subspace clustering. CVPR, 2009. 2, 5
-
(2009)
CVPR
-
-
Elhamifar, E.1
Vidal, R.2
-
12
-
-
80052897165
-
Robust classification using structured sparse representation
-
7
-
E. Elhamifar and R. Vidal. Robust classification using structured sparse representation. CVPR, 2011. 7
-
(2011)
CVPR
-
-
Elhamifar, E.1
Vidal, R.2
-
13
-
-
85162319688
-
Sparse manifold clustering and embedding
-
7
-
E. Elhamifar and R. Vidal. Sparse manifold clustering and embedding. NIPS, 2011. 7
-
(2011)
NIPS
-
-
Elhamifar, E.1
Vidal, R.2
-
14
-
-
84863970193
-
Block-sparse recovery via convex optimization
-
7
-
E. Elhamifar and R. Vidal. Block-sparse recovery via convex optimization. IEEE TSP, 2012. 7
-
(2012)
IEEE TSP
-
-
Elhamifar, E.1
Vidal, R.2
-
15
-
-
84911375696
-
Sparse subspace clustering: Algorithm, theory, and applications
-
submitted. 4, 5, 7
-
E. Elhamifar and R. Vidal. Sparse subspace clustering: Algorithm, theory, and applications. IEEE TPAMI, submitted., Available: http://arxiv.org/abs/1203. 1005. 2, 5, 7
-
IEEE TPAMI
-
-
Elhamifar, E.1
Vidal, R.2
-
16
-
-
0032627073
-
Method of optimal directions for frame design
-
3
-
K. Engan, S. O. Aase, and J. H. Husoy. Method of optimal directions for frame design. ICASSP, 1999. 3
-
(1999)
ICASSP
-
-
Engan, K.1
Aase, S.O.2
Husoy, J.H.3
-
17
-
-
84866652135
-
-
Technical report. 2, 2
-
E. Esser, M. Moller, S. Osher, G. Sapiro, and J. Xin. A convex model for non-negative matrix factorization and dimensionality reduction on physical space. Technical report, Available: http://arxiv.org/abs/1102.0844, 2011. 1, 2
-
(2011)
A Convex Model for Non-negative Matrix Factorization and Dimensionality Reduction on Physical Space
-
-
Esser, E.1
Moller, M.2
Osher, S.3
Sapiro, G.4
Xin, J.5
-
18
-
-
80052874540
-
A closed form solution to robust subspace estimation and clustering
-
2, 5
-
P. Favaro, R. Vidal, and A. Ravichandran. A closed form solution to robust subspace estimation and clustering. CVPR, 2011. 2, 5
-
(2011)
CVPR
-
-
Favaro, P.1
Vidal, R.2
Ravichandran, A.3
-
19
-
-
33847172327
-
Clustering by passing messages between data points
-
1
-
B. J. Frey and D. Dueck. Clustering by passing messages between data points. Science, 2007. 1
-
(2007)
Science
-
-
Frey, B.J.1
Dueck, D.2
-
20
-
-
0002211517
-
A dual algorithm for the solution of nonlinear variational problems via finite-element approximations
-
6
-
D. Gabay and B. Mercier. A dual algorithm for the solution of nonlinear variational problems via finite-element approximations. Comp. Math. Appl., 1976. 6
-
(1976)
Comp. Math. Appl.
-
-
Gabay, D.1
Mercier, B.2
-
21
-
-
0003216822
-
Efficient algorithms for computing a strong rank-revealing qr factorization
-
1
-
M. Gu and S. C. Eisenstat. Efficient algorithms for computing a strong rank-revealing qr factorization. SIAM Journal on Scientific Computing, 1996. 1
-
(1996)
SIAM Journal on Scientific Computing
-
-
Gu, M.1
Eisenstat, S.C.2
-
22
-
-
0042440805
-
Clustering appearances of objects under varying illumination conditions
-
6
-
J. Ho, M. H. Yang, J. Lim, K. Lee, and D. Kriegman. Clustering appearances of objects under varying illumination conditions. CVPR, 2003. 6
-
(2003)
CVPR
-
-
Ho, J.1
Yang, M.H.2
Lim, J.3
Lee, K.4
Kriegman, D.5
-
23
-
-
84866645047
-
A database for handwritten text recognition research
-
6
-
J. J. Hull. A database for handwritten text recognition research. IEEE TPAMI, 1994. 6
-
(1994)
IEEE TPAMI
-
-
Hull, J.J.1
-
24
-
-
80555129673
-
Structured variable selection with sparsity-inducing norms
-
2
-
R. Jenatton, J. Y. Audibert, and F. Bach. Structured variable selection with sparsity-inducing norms. JMLR, 2011. 2
-
(2011)
JMLR
-
-
Jenatton, R.1
Audibert, J.Y.2
Bach, F.3
-
28
-
-
77956004560
-
Acquiring linear subspaces for face recognition under variable lighting
-
2, 7
-
K. C. Lee, J. Ho, and D. Kriegman. Acquiring linear subspaces for face recognition under variable lighting. IEEE TPAMI, 2005. 6, 7
-
(2005)
IEEE TPAMI
-
-
Lee, K.C.1
Ho, J.2
Kriegman, D.3
-
29
-
-
77956529193
-
Robust subspace segmentation by low-rank representation
-
2, 5
-
G. Liu, Z. Lin, and Y. Yu. Robust subspace segmentation by low-rank representation. ICML, 2010. 2, 5
-
(2010)
ICML
-
-
Liu, G.1
Lin, Z.2
Yu, Y.3
-
30
-
-
51949103923
-
Discriminative learned dictionaries for local image analysis
-
2, 3
-
J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Discriminative learned dictionaries for local image analysis. CVPR, 2008. 2, 3
-
(2008)
CVPR
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
Zisserman, A.5
-
31
-
-
77952739016
-
Non-local sparse models for image restoration
-
2, 3
-
J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Non-local sparse models for image restoration. ICCV, 2009. 2, 3
-
(2009)
ICCV
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
Zisserman, A.5
-
32
-
-
80052870941
-
Graph connectivity in sparse subspace clustering
-
5
-
B. Nasihatkon and R. Hartley. Graph connectivity in sparse subspace clustering. In CVPR, 2011. 5
-
(2011)
CVPR
-
-
Nasihatkon, B.1
Hartley, R.2
-
33
-
-
77955994663
-
Classification and clustering via dictionary learning with structured incoherence and shared features
-
2, 3
-
I. Ramirez, P. Sprechmann, and G. Sapiro. Classification and clustering via dictionary learning with structured incoherence and shared features. CVPR, 2010. 2, 3
-
(2010)
CVPR
-
-
Ramirez, I.1
Sprechmann, P.2
Sapiro, G.3
-
34
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
1
-
S. Roweis and L. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 2000. 1
-
(2000)
Science
-
-
Roweis, S.1
Saul, L.2
-
36
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
1
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 2000. 1
-
(2000)
Science
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
38
-
-
84866672712
-
Column subset selection, matrix factorization, and eigenvalue optimization
-
1
-
J. A. Tropp. Column subset selection, matrix factorization, and eigenvalue optimization. Proceedings of SODA, 2009. 1
-
(2009)
Proceedings of SODA
-
-
Tropp, J.A.1
-
39
-
-
50049104726
-
Recursive identification of switched ARX systems
-
6
-
R. Vidal. Recursive identification of switched ARX systems. Automatica, 2008. 6
-
(2008)
Automatica
-
-
Vidal, R.1
-
40
-
-
61549128441
-
Robust face recognition via sparse representation
-
6
-
J. Wright, A. Yang, A. Ganesh, S. Sastry, and Y. Ma. Robust face recognition via sparse representation. IEEE TPAMI, 2009. 6
-
(2009)
IEEE TPAMI
-
-
Wright, J.1
Yang, A.2
Ganesh, A.3
Sastry, S.4
Ma, Y.5
|