-
1
-
-
33750383209
-
K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
2
-
M. Aharon, E. Michael, and B. Alfred. K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans. on Signal Processing, pages 4311-4322, 2006. 2
-
(2006)
IEEE Trans. on Signal Processing
, pp. 4311-4322
-
-
Aharon, M.1
Michael, E.2
Alfred, B.3
-
4
-
-
50649101132
-
Image classification using random forests and ferns
-
7
-
A. Bosch, A. Zisserman, and X. Muoz. Image classification using random forests and ferns. In ICCV, pages 1-8, 2007. 7
-
(2007)
ICCV
, pp. 1-8
-
-
Bosch, A.1
Zisserman, A.2
Muoz, X.3
-
5
-
-
0015644825
-
D. J. C. A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters
-
3
-
D. J. C. A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters. Taylor & Francis, pages 32-57, 1973. 3
-
(1973)
Taylor & Francis
, pp. 32-57
-
-
-
6
-
-
84906492141
-
Support vector guided dictionary learning
-
2, 5
-
S. Cai, W. Zuo, L. Zhang, X. Feng, and P. Wang. Support vector guided dictionary learning. In ECCV, pages 624-639, 2014. 2, 5
-
(2014)
ECCV
, pp. 624-639
-
-
Cai, S.1
Zuo, W.2
Zhang, L.3
Feng, X.4
Wang, P.5
-
7
-
-
84898771670
-
Ensemble projection for semisupervised image classification
-
7
-
D. Dai and L. V. Gool. Ensemble projection for semisupervised image classification. In ICCV, pages 2072-2079, 2013. 7
-
(2013)
ICCV
, pp. 2072-2079
-
-
Dai, D.1
Gool, L.V.2
-
8
-
-
55349134896
-
Fast solution of l1-norm minimization problems when the solution may be sparse
-
4, 5
-
D. David and Y. Tsaig. Fast solution of l1-norm minimization problems when the solution may be sparse. IEEE Trans. on Information Theory, pages 4789-4812, 2008. 4, 5
-
(2008)
IEEE Trans. on Information Theory
, pp. 4789-4812
-
-
David, D.1
Tsaig, Y.2
-
10
-
-
84884571014
-
Label consistent k-SVD: Learning a discriminative dictionary for recognition
-
1, 2, 5
-
Z. Jiang, Z. Lin, and L. S. Davis. Label consistent k-SVD: learning a discriminative dictionary for recognition. TPAMI, pages 2651-2664, 2013. 1, 2, 5
-
(2013)
TPAMI
, pp. 2651-2664
-
-
Jiang, Z.1
Lin, Z.2
Davis, L.S.3
-
11
-
-
24344452988
-
A sparse texture representation using local affine regions
-
5, 7
-
S. Lazebnik, C. Schmid, and J. Ponce. A sparse texture representation using local affine regions. TPAMI, pages 1265-1278, 2005. 5, 7
-
(2005)
TPAMI
, pp. 1265-1278
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
12
-
-
84864036295
-
Efficient sparse coding algorithms
-
4, 5
-
H. Lee, A. Battle, R. Raina, and A. Ng. Efficient sparse coding algorithms. In NIPS, pages 801-808, 2006. 4, 5
-
(2006)
NIPS
, pp. 801-808
-
-
Lee, H.1
Battle, A.2
Raina, R.3
Ng, A.4
-
13
-
-
18144420071
-
Acquiring linear subspaces for face recognition under variable lighting
-
5, 6
-
K.-C. Lee, H. Jeffrey, and K. David. Acquiring linear subspaces for face recognition under variable lighting. TPAMI, pages 684-698, 2005. 5, 6
-
(2005)
TPAMI
, pp. 684-698
-
-
Lee, K.-C.1
Jeffrey, H.2
David, K.3
-
14
-
-
84858761801
-
Supervised dictionary learning
-
2
-
J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Supervised dictionary learning. In NIPS, pages 1033-1040, 2008. 2
-
(2008)
NIPS
, pp. 1033-1040
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
Zisserman, A.5
-
15
-
-
84857419890
-
Task-driven dictionary learning
-
2
-
J. Mairal, B. Francis, and P. Jean. Task-driven dictionary learning. TPAMI, pages 791-804, 2012. 2
-
(2012)
TPAMI
, pp. 791-804
-
-
Mairal, J.1
Francis, B.2
Jean, P.3
-
17
-
-
0036647193
-
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
-
7
-
T. Ojala, P. Matti, and T. Maenpaa. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. TPAMI, pages 971-987, 2002. 7
-
(2002)
TPAMI
, pp. 971-987
-
-
Ojala, T.1
Matti, P.2
Maenpaa, T.3
-
18
-
-
0035328421
-
Modeling the shape of the scene: A holistic representation of the spatial envelope
-
7
-
A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV, pages 145-175, 2001. 7
-
(2001)
IJCV
, pp. 145-175
-
-
Oliva, A.1
Torralba, A.2
-
19
-
-
51949086512
-
Joint learning and dictionary construction for pattern recognition
-
1, 2, 5
-
D.-S. Pham and V. Svetha. Joint learning and dictionary construction for pattern recognition. In CVPR, pages 1-8, 2008. 1, 2, 5
-
(2008)
CVPR
, pp. 1-8
-
-
Pham, D.-S.1
Svetha, V.2
-
20
-
-
84875851843
-
Learning discriminative dictionaries with partially labeled data
-
1, 5
-
A. Shrivastava, J. K. Pillai, V. M. Patel, and R. Chellappa. Learning discriminative dictionaries with partially labeled data. In ICIP, pages 3113-3116, 2012. 1, 5
-
(2012)
ICIP
, pp. 3113-3116
-
-
Shrivastava, A.1
Pillai, J.K.2
Patel, V.M.3
Chellappa, R.4
-
21
-
-
84907033759
-
Large-scale adaptive semi-supervised learning via unified inductive and transductive model
-
3
-
D. Wang, F. Nie, and H. Huang. Large-scale adaptive semi-supervised learning via unified inductive and transductive model. In KDD, pages 482-491, 2014. 3
-
(2014)
KDD
, pp. 482-491
-
-
Wang, D.1
Nie, F.2
Huang, H.3
-
22
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
5
-
J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, pages 1794-1801, 2009. 5
-
(2009)
CVPR
, pp. 1794-1801
-
-
Yang, J.1
Yu, K.2
Gong, Y.3
Huang, T.4
-
23
-
-
84973869381
-
Fast l1-minimization algorithms for robust face recognition
-
4, 5
-
J. Yang, Z. Zhou, A. Ganesh, S. S. Sastry, and Y. Ma. Fast l1-minimization algorithms for robust face recognition. In ICIP, pages 3234-3246, 2010. 4, 5
-
(2010)
ICIP
, pp. 3234-3246
-
-
Yang, J.1
Zhou, Z.2
Ganesh, A.3
Sastry, S.S.4
Ma, Y.5
-
24
-
-
84911450514
-
Latent dictionary learning for sparse representation based classification
-
2
-
M. Yang, D. Dai, L. Shen, and L. V. Gool. Latent dictionary learning for sparse representation based classification. In CVPR, pages 4138-4145, 2014. 2
-
(2014)
CVPR
, pp. 4138-4145
-
-
Yang, M.1
Dai, D.2
Shen, L.3
Gool, L.V.4
-
25
-
-
84863011935
-
Fisher discrimination dictionary learning for sparse representation
-
1, 2, 5, 8
-
M. Yang, Z. Lei, Z. David, and X. Feng. Fisher discrimination dictionary learning for sparse representation. In ICCV, pages 543-550, 2011. 1, 2, 5, 8
-
(2011)
ICCV
, pp. 543-550
-
-
Yang, M.1
Lei, Z.2
David, Z.3
Feng, X.4
-
26
-
-
78650593938
-
Bag-of-visual-words and spatial extensions for land-use classification
-
5, 7, 8
-
Y. Yang and S. Newsam. Bag-of-visual-words and spatial extensions for land-use classification. In ACM GIS, pages 270-279, 2010. 5, 7, 8
-
(2010)
ACM GIS
, pp. 270-279
-
-
Yang, Y.1
Newsam, S.2
-
27
-
-
84875886368
-
Online semisupervised discriminative dictionary learning for sparse representation
-
1, 2
-
G. Zhang, Z. Jiang, and L. S. Davis. Online semisupervised discriminative dictionary learning for sparse representation. In ACCV, pages 259-273, 2012. 1, 2
-
(2012)
ACCV
, pp. 259-273
-
-
Zhang, G.1
Jiang, Z.2
Davis, L.S.3
-
28
-
-
77955998411
-
Discriminative k-SVD for dictionary learning in face recognition
-
1, 2
-
Q. Zhang and B. Li. Discriminative k-SVD for dictionary learning in face recognition. In CVPR, pages 2691-2698, 2010. 1, 2
-
(2010)
CVPR
, pp. 2691-2698
-
-
Zhang, Q.1
Li, B.2
|