-
1
-
-
0042378381
-
Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
-
M. Belkin and P. Niyogi, "Laplacian Eigenmaps for Dimensionality Reduction and Data Representation," Neural Computation, vol. 15, no. 6, pp. 1373-1396, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
2
-
-
35148870866
-
Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere
-
Y. Fu, M. Liu, and T. S. Huang, "Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere," IEEE Conf. on CVPR, Workshop on Component Analysis, 2007.
-
(2007)
IEEE Conf. on CVPR, Workshop on Component Analysis
-
-
Fu, Y.1
Liu, M.2
Huang, T.S.3
-
4
-
-
34547493902
-
Unsupervised Locally Embedded Clustering for Automatic High-Dimensional Data Labeling
-
Y. Fu and T. S. Huang, "Unsupervised Locally Embedded Clustering for Automatic High-Dimensional Data Labeling," IEEE Conf. on ICASSP, pp. 1057-1060, 2007.
-
(2007)
IEEE Conf. on ICASSP
, pp. 1057-1060
-
-
Fu, Y.1
Huang, T.S.2
-
5
-
-
15044358511
-
Face Recognition Using Laplacianfaces
-
X. He, S. Yan, Y Hu, P. Niyogi, and H.-J. Zhang, "Face Recognition Using Laplacianfaces," IEEE Trans. on PAMI, vol. 27, no. 3, pp. 328-340, 2005.
-
(2005)
IEEE Trans. on PAMI
, vol.27
, Issue.3
, pp. 328-340
-
-
He, X.1
Yan, S.2
Hu, Y.3
Niyogi, P.4
Zhang, H.-J.5
-
6
-
-
11144299132
-
A Kernel View of the Dimensionality Reduction of Manifolds
-
J. Ham, D.D. Lee, S. Mika, and B. Schölkopf, "A Kernel View of the Dimensionality Reduction of Manifolds," Proc. of ICML, 2004.
-
(2004)
Proc. of ICML
-
-
Ham, J.1
Lee, D.D.2
Mika, S.3
Schölkopf, B.4
-
7
-
-
0026384289
-
Face Recognition Using Eigenfaces
-
M. Turk and A. P. Pentland, "Face Recognition Using Eigenfaces," IEEE Conf. on CVPR, pp. 586-591, 1991.
-
(1991)
IEEE Conf. on CVPR
, pp. 586-591
-
-
Turk, M.1
Pentland, A.P.2
-
8
-
-
0031185845
-
Eigenfaces vs. Fisher-faces: Recognition Using Class Specific Linear Projection
-
P. Belhumeur, J. Hepanha, and D. Kriegman, "Eigenfaces vs. Fisher-faces: Recognition Using Class Specific Linear Projection," IEEE Trans. on PAMI, vol. 19, no. 7, pp. 711-720, 1997.
-
(1997)
IEEE Trans. on PAMI
, vol.19
, Issue.7
, pp. 711-720
-
-
Belhumeur, P.1
Hepanha, J.2
Kriegman, D.3
-
9
-
-
0034704222
-
Nonlinear Dimensionality Reduction by Locally Linear Embedding
-
S. Roweis and L. Saul, "Nonlinear Dimensionality Reduction by Locally Linear Embedding," Science, vol. 290, pp. 2323-2326, 2000.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
10
-
-
0034704229
-
A Global Geometric Framework for Nonlinear Dimensionality Reduction
-
J. Tenenbaum, V. de Silva, and J. Langford, "A Global Geometric Framework for Nonlinear Dimensionality Reduction," Science, vol. 290, pp. 2319-2323, 2000.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.1
de Silva, V.2
Langford, J.3
-
11
-
-
5044226695
-
Unsupervised Learning of Image Manifolds by Semideflnite Programming
-
K. Weinberger and L. Saul, "Unsupervised Learning of Image Manifolds by Semideflnite Programming," IEEE Conf. on CVPR, vol. 2, pp. 988-995, 2004.
-
(2004)
IEEE Conf. on CVPR
, vol.2
, pp. 988-995
-
-
Weinberger, K.1
Saul, L.2
-
12
-
-
24644478682
-
Graph Embedding: A General Framework for Dimensionality Reduction
-
S. Yan, D. Xu, B. Zhang, and H.-J. Zhang, "Graph Embedding: A General Framework for Dimensionality Reduction," IEEE Conf. on CVPR, pp. 830-837, 2005.
-
(2005)
IEEE Conf. on CVPR
, pp. 830-837
-
-
Yan, S.1
Xu, D.2
Zhang, B.3
Zhang, H.-J.4
-
13
-
-
0001538178
-
Local PCA Algorithms
-
A. Weingessel and K. Hornik, "Local PCA Algorithms," IEEE Trans. on NN, vol. 11, no. 6, pp. 1242-1250, 2000.
-
(2000)
IEEE Trans. on NN
, vol.11
, Issue.6
, pp. 1242-1250
-
-
Weingessel, A.1
Hornik, K.2
-
14
-
-
24644496298
-
Local Discriminant Embedding and Its Variants
-
H.-T. Chen, H.-W. Chang, and T.-L. Liu, "Local Discriminant Embedding and Its Variants," IEEE Conf. on CVPR, pp. 846-853, 2005.
-
(2005)
IEEE Conf. on CVPR
, pp. 846-853
-
-
Chen, H.-T.1
Chang, H.-W.2
Liu, T.-L.3
-
15
-
-
24944472983
-
Clustering on the Unit Hypersphere Using Von Mises-Fisher Distributions
-
A. Banerjee, I. Dhillon, J. Ghosh, and S. Sra, "Clustering on the Unit Hypersphere Using Von Mises-Fisher Distributions," J. of Mach. Learn. Res., vol. 6, pp. 1345-1382, 2005.
-
(2005)
J. of Mach. Learn. Res
, vol.6
, pp. 1345-1382
-
-
Banerjee, A.1
Dhillon, I.2
Ghosh, J.3
Sra, S.4
-
16
-
-
0347380229
-
The CMU Pose, Illuminlation, and Expression Database
-
T. Sim, S. Baker and M. Bsat. "The CMU Pose, Illuminlation, and Expression Database," IEEE Trans. on PAMI, vol. 25, no. 12, pp. 1615-1618, 2003.
-
(2003)
IEEE Trans. on PAMI
, vol.25
, Issue.12
, pp. 1615-1618
-
-
Sim, T.1
Baker, S.2
Bsat, M.3
-
17
-
-
35048876164
-
Discriminant Analysis on Embedded Manifold
-
S. Yan, H.-J. Zhang, Y Hu, B. Zhang, and Q. Cheng, "Discriminant Analysis on Embedded Manifold," ECCV, pp. 121-132, 2004.
-
(2004)
ECCV
, pp. 121-132
-
-
Yan, S.1
Zhang, H.-J.2
Hu, Y.3
Zhang, B.4
Cheng, Q.5
-
18
-
-
84880899766
-
Locality Sensitive Discriminant Analysis
-
India, Jan
-
D. Cai, X. He, K. Zhou, J. Han, and H. Bao, "Locality Sensitive Discriminant Analysis," Proc. of IJCAI, India, Jan. 2007.
-
(2007)
Proc. of IJCAI
-
-
Cai, D.1
He, X.2
Zhou, K.3
Han, J.4
Bao, H.5
-
19
-
-
33947233031
-
Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering
-
Y. Bengio, J.F. Paiement, P. Vincent, O. Delalleau, N. L. Roux, and M. Ouimet, "Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering," Proc. of NIPS, 2004.
-
(2004)
Proc. of NIPS
-
-
Bengio, Y.1
Paiement, J.F.2
Vincent, P.3
Delalleau, O.4
Roux, N.L.5
Ouimet, M.6
-
20
-
-
84864030708
-
Metric Learning by Collapsing Classes
-
A. Globerson and S. Roweis, "Metric Learning by Collapsing Classes," Proc. of NIPS, pp. 451-458, 2005.
-
(2005)
Proc. of NIPS
, pp. 451-458
-
-
Globerson, A.1
Roweis, S.2
-
22
-
-
34247568488
-
Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations
-
T.-K. Kim, J. Kittler, and R. Cippola, "Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations," IEEE Trans. on PAMI, vol. 29, no. 6, pp. 1005-1018, 2007.
-
(2007)
IEEE Trans. on PAMI
, vol.29
, Issue.6
, pp. 1005-1018
-
-
Kim, T.-K.1
Kittler, J.2
Cippola, R.3
-
23
-
-
34547983263
-
Discriminant Analysis in Correlation Similarity Measure Space
-
Y. Ma, S. Lao, E. Takikawa, and M. Kawade, "Discriminant Analysis in Correlation Similarity Measure Space," Proc. of ICML, pp. 577-584, 2007.
-
(2007)
Proc. of ICML
, pp. 577-584
-
-
Ma, Y.1
Lao, S.2
Takikawa, E.3
Kawade, M.4
|