-
1
-
-
0033640646
-
"Statistical Pattern Recognition: A Review"
-
Jan
-
A.K. Jain, R.P.W. Duin, and J. Mao, "Statistical Pattern Recognition: A Review," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 1, pp. 4-37, Jan. 2000.
-
(2000)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.22
, Issue.1
, pp. 4-37
-
-
Jain, A.K.1
Duin, R.P.W.2
Mao, J.3
-
2
-
-
0025236073
-
"Application of the KL Procedure for the Characterization of Human Faces"
-
Jan
-
M. Kirby and L. Sirovich, "Application of the KL Procedure for the Characterization of Human Faces," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, no. 1, pp. 103-108, Jan. 1990.
-
(1990)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.12
, Issue.1
, pp. 103-108
-
-
Kirby, M.1
Sirovich, L.2
-
3
-
-
0026065565
-
"Eigenfaces for Recognition"
-
M. Turk and A. Pentland, "Eigenfaces for Recognition," J. Cognitive Neuroscience, vol. 3, no. 1, pp. 71-86, 1991.
-
(1991)
J. Cognitive Neuroscience
, vol.3
, Issue.1
, pp. 71-86
-
-
Turk, M.1
Pentland, A.2
-
4
-
-
0001167879
-
"An Efficient Algorithm for Foley-Sammon Optimal Set of Discriminant Vectors by Algebraic Method"
-
K. Liu, Y.-Q. Cheng, J.-Y. Yang, and X. Liu, "An Efficient Algorithm for Foley-Sammon Optimal Set of Discriminant Vectors by Algebraic Method," Int'l J. Pattern Recognition and Artificial Intelligence, vol. 6, no. 5, pp. 817-829, 1992.
-
(1992)
Int'l J. Pattern Recognition and Artificial Intelligence
, vol.6
, Issue.5
, pp. 817-829
-
-
Liu, K.1
Cheng, Y.-Q.2
Yang, J.-Y.3
Liu, X.4
-
5
-
-
0030214923
-
"Using Discriminant Eigenfeatures for Image Retrieval"
-
Aug
-
D.L. Swets and J. Weng, "Using Discriminant Eigenfeatures for Image Retrieval," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 8, pp. 831-836, Aug. 1996.
-
(1996)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.18
, Issue.8
, pp. 831-836
-
-
Swets, D.L.1
Weng, J.2
-
6
-
-
0031185845
-
"Eigenfaces versus Fisherfaces: Recognition Using Class Specific Linear Projection"
-
July
-
P.N. Belhumeur, J.P. Hespanha, and D.J. Kriengman, "Eigenfaces versus Fisherfaces: Recognition Using Class Specific Linear Projection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, July 1997.
-
(1997)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.19
, Issue.7
, pp. 711-720
-
-
Belhumeur, P.N.1
Hespanha, J.P.2
Kriengman, D.J.3
-
7
-
-
0034300875
-
"A New LDA-Based Face Recognition System which Can Solve the Small Sample Size Problem"
-
L.F. Chen, H.Y. M. Liao, J.C. Lin, M.D. Kao, and G.J. Yu "A New LDA-Based Face Recognition System which Can Solve the Small Sample Size Problem," Pattern Recognition, vol. 33, no. 10, pp. 1713-1726, 2000.
-
(2000)
Pattern Recognition
, vol.33
, Issue.10
, pp. 1713-1726
-
-
Chen, L.F.1
Liao, H.Y.M.2
Lin, J.C.3
Kao, M.D.4
Yu, G.J.5
-
8
-
-
0001765951
-
"A Direct LDA Algorithm for High-Dimensional Data - With Application to Face Recognition"
-
H. Yu and J. Yang, "A Direct LDA Algorithm for High-Dimensional Data - With Application to Face Recognition," Pattern Recognition, vol. 34, no. 10, pp. 2067-2070, 2001.
-
(2001)
Pattern Recognition
, vol.34
, Issue.10
, pp. 2067-2070
-
-
Yu, H.1
Yang, J.2
-
9
-
-
0036487285
-
"Why Can LDA Be Performed in PCA Transformed Space?"
-
J. Yang and J.Y. Yang, "Why Can LDA Be Performed in PCA Transformed Space?" Pattern Recognition, vol. 36, no. 2, pp. 563-566, 2003.
-
(2003)
Pattern Recognition
, vol.36
, Issue.2
, pp. 563-566
-
-
Yang, J.1
Yang, J.Y.2
-
10
-
-
0035309019
-
"A Shape- and Texture-Based Enhanced Fisher Classifier for Face Recognition"
-
C.J. Liu and H. Wechsler, "A Shape- and Texture-Based Enhanced Fisher Classifier for Face Recognition," IEEE Trans. Image Processing, vol. 10, no. 4, pp. 598-608, 2001.
-
(2001)
IEEE Trans. Image Processing
, vol.10
, Issue.4
, pp. 598-608
-
-
Liu, C.J.1
Wechsler, H.2
-
11
-
-
0003135710
-
"Discrimmant Analysis of Principal Components for Face Recognition"
-
H. Wechsler, P.J. Phillips, V. Bruce, F.F. Soulie, and T.S. Huang, eds., Springer-Verlag
-
W. Zhao, A. Krishnaswamy, R. Chellappa, D. Swets, and J. Weng, "Discrimmant Analysis of Principal Components for Face Recognition," Face Recognition: From Theory to Applications, H. Wechsler, P.J. Phillips, V. Bruce, F.F. Soulie, and T.S. Huang, eds., pp. 73-85, Springer-Verlag, 1998.
-
(1998)
Face Recognition: From Theory to Applications
, pp. 73-85
-
-
Zhao, W.1
Krishnaswamy, A.2
Chellappa, R.3
Swets, D.4
Weng, J.5
-
12
-
-
0742268833
-
"Two-Dimensional PCA: A New Approach to Face Representation and Recognition"
-
Jan
-
J. Yang, D. Zhang, A.F. Frangi, and J.-y. Yang, "Two-Dimensional PCA: A New Approach to Face Representation and Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 1, pp. 131-137, Jan. 2004.
-
(2004)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.26
, Issue.1
, pp. 131-137
-
-
Yang, J.1
Zhang, D.2
Frangi, A.F.3
Yang, J.-Y.4
-
13
-
-
17444363017
-
"Two-Dimensional Discriminant Transform for Face Recognition"
-
J. Yang, D. Zhang, X. Yong, and J.-y Yang, "Two-Dimensional Discriminant Transform for Face Recognition," Pattern Recognition, vol. 38, no. 7, pp. 1125-1129, 2005.
-
(2005)
Pattern Recognition
, vol.38
, Issue.7
, pp. 1125-1129
-
-
Yang, J.1
Zhang, D.2
Yong, X.3
Yang, J.-Y.4
-
14
-
-
21244494853
-
"A Two-Stage Linear Discriminant Analysis via QR Decomposition"
-
June
-
J. Ye and Q. Li, "A Two-Stage Linear Discriminant Analysis via QR Decomposition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 6, pp. 929-941, June 2005.
-
(2005)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.27
, Issue.6
, pp. 929-941
-
-
Ye, J.1
Li, Q.2
-
15
-
-
0347243182
-
"Nonlinear Component Analysis as a Kernel Eigenvalue Problem"
-
B. Schölkopf, A. Smola, and K.R. Muller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neural Computation, vol. 10, no. 5, pp. 1299-1319, 1998.
-
(1998)
Neural Computation
, vol.10
, Issue.5
, pp. 1299-1319
-
-
Schölkopf, B.1
Smola, A.2
Muller, K.R.3
-
16
-
-
0038633559
-
"Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces"
-
May
-
S. Mika, G. Rätsch, J. Weston, B. Schölkopf, A. Smola, and K.-R. Müller, "Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 5, pp. 623-628, May 2003.
-
(2003)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.25
, Issue.5
, pp. 623-628
-
-
Mika, S.1
Rätsch, G.2
Weston, J.3
Schölkopf, B.4
Smola, A.5
Müller, K.-R.6
-
17
-
-
0034296402
-
"Generalized Discriminant Analysis Using a Kernel Approach"
-
G. Baudat and F. Anouar, "Generalized Discriminant Analysis Using a Kernel Approach," Neural Computation, vol. 12 no 10, pp. 2385-2404, 2000.
-
(2000)
Neural Computation
, vol.12
, Issue.10
, pp. 2385-2404
-
-
Baudat, G.1
Anouar, F.2
-
19
-
-
0037276932
-
"Face Recognition Using Kernel Direct Discriminant Analysis Algorithms"
-
J. Lu, K.N. Plataniotis, and A.N. Venetsanopoulos, "Face Recognition Using Kernel Direct Discriminant Analysis Algorithms," IEEE Trans. Neural Networks, vol. 14, no. 1, pp. 117-126, 2003.
-
(2003)
IEEE Trans. Neural Networks
, vol.14
, Issue.1
, pp. 117-126
-
-
Lu, J.1
Plataniotis, K.N.2
Venetsanopoulos, A.N.3
-
20
-
-
14544297033
-
"KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition"
-
Feb
-
J. Yang, A.F. Frangi, D. Zhang, J.-y. Yang, and J. Zhong, "KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 2, pp. 230-244, Feb. 2005.
-
(2005)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.27
, Issue.2
, pp. 230-244
-
-
Yang, J.1
Frangi, A.F.2
Zhang, D.3
Yang, J.-Y.4
Zhong, J.5
-
21
-
-
0034704189
-
"The Manifold Ways of Perception"
-
H.S. Seung and D.D. Lee, "The Manifold Ways of Perception," Science, vol. 290. pp. 2268-2269, 2000.
-
(2000)
Science
, vol.290
, pp. 2268-2269
-
-
Seung, H.S.1
Lee, D.D.2
-
22
-
-
0034704229
-
"A Global Geometric Framework for Nonlinear Dimensionality Reduction"
-
J.B. Tenenbaum, V. deSilva, and J.C. 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.B.1
deSilva, V.2
Langford, J.C.3
-
23
-
-
0034704222
-
"Nonlinear Dimensionality Reduction by Locally Linear Embedding"
-
S.T. Roweis and L.K. Saul, "Nonlinear Dimensionality Reduction by Locally Linear Embedding," Science, vol. 290, pp. 2323-2326, 2000.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
24
-
-
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
-
25
-
-
33947511701
-
"Supervised Locally Linear Embedding Algorithm for Pattern Recognition"
-
O. Kouropteva, O. Okun, and M. Pietikainen, "Supervised Locally Linear Embedding Algorithm for Pattern Recognition," Lecture Notes in Computer Science, vol. 2652, pp. 386-394, 2003.
-
(2003)
Lecture Notes in Computer Science
, vol.2652
, pp. 386-394
-
-
Kouropteva, O.1
Okun, O.2
Pietikainen, M.3
-
27
-
-
0001683280
-
"Supervised Dimension Reduction of Intrinsically Lowdimensional Data"
-
N. Vlassis, Y. Motomura, and B. Krose, "Supervised Dimension Reduction of Intrinsically Lowdimensional Data," Neural Computation, vol. 14, no. 1, pp. 191-215, 2002.
-
(2002)
Neural Computation
, vol.14
, Issue.1
, pp. 191-215
-
-
Vlassis, N.1
Motomura, Y.2
Krose, B.3
-
28
-
-
2342517502
-
"Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds"
-
L.K. Saul and S.T. Roweis, "Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds," J. Machine Learning Research, vol. 4, pp. 119-155, 2003.
-
(2003)
J. Machine Learning Research
, vol.4
, pp. 119-155
-
-
Saul, L.K.1
Roweis, S.T.2
-
30
-
-
33947233031
-
"Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering"
-
Y. Bengio, J-F. Paiement, and P. Vincent, "Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering," Proc. 16th Conf. Neural Information Processing Systems, 2003.
-
(2003)
Proc. 16th Conf. Neural Information Processing Systems
-
-
Bengio, Y.1
Paiement, J.-F.2
Vincent, P.3
-
32
-
-
15044358511
-
"Face Recognition Using Laplacianfaces"
-
Mar
-
X. He, S. Yan, Y. Hu, P. Niyogi, and H.-J. Zhang, "Face Recognition Using Laplacianfaces," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 3, pp. 328-340, Mar. 2005.
-
(2005)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.27
, Issue.3
, pp. 328-340
-
-
He, X.1
Yan, S.2
Hu, Y.3
Niyogi, P.4
Zhang, H.-J.5
-
33
-
-
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," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 830-837, 2005.
-
(2005)
Proc. IEEE Conf. Computer Vision and Pattern Recognition
, pp. 830-837
-
-
Yan, S.1
Xu, D.2
Zhang, B.3
Zhang, H.-J.4
-
34
-
-
24644496298
-
"Local Discriminant Embedding and Its Variants"
-
H.-T. Chen, H.-W. Chang, and T.-L. Liu, "Local Discriminant Embedding and Its Variants," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 846-853, 2005.
-
(2005)
Proc. IEEE Conf. Computer Vision and Pattern Recognition
, pp. 846-853
-
-
Chen, H.-T.1
Chang, H.-W.2
Liu, T.-L.3
-
35
-
-
3042541904
-
"Robust Linear Dimensionality Reduction"
-
July/Aug
-
Y. Koren and L. Carmel, "Robust Linear Dimensionality Reduction," IEEE Trans. Visualization and Computer Graphics, vol. 10, no. 4, pp. 459-470, July/Aug. 2004.
-
(2004)
IEEE Trans. Visualization and Computer Graphics
, vol.10
, Issue.4
, pp. 459-470
-
-
Koren, Y.1
Carmel, L.2
-
37
-
-
0034290919
-
"The FERET Evaluation Methodology for Face-Recognition Algorithms"
-
Oct
-
P.J. Phillips, H. Moon, S.A. Rizvi, and P.J. Rauss, "The FERET Evaluation Methodology for Face-Recognition Algorithms," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 10, pp. 1090-1104, Oct. 2000.
-
(2000)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.22
, Issue.10
, pp. 1090-1104
-
-
Phillips, P.J.1
Moon, H.2
Rizvi, S.A.3
Rauss, P.J.4
-
39
-
-
0032045780
-
"The FERET Database and Evaluation Procedure for Face Recognition Algorithms"
-
P.J. Phillips, H. Wechsler, J. Huang, and P. Rauss, "The FERET Database and Evaluation Procedure for Face Recognition Algorithms," Image and Vision Computing, vol. 16,no. 5,pp. 295-306, 1998.
-
(1998)
Image and Vision Computing
, vol.16
, Issue.5
, pp. 295-306
-
-
Phillips, P.J.1
Wechsler, H.2
Huang, J.3
Rauss, P.4
|