-
1
-
-
0026384289
-
IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR'91)
-
Maui, Hawaii, June 3-6
-
Turk, M., and Pentland, A.P.P.: 'Face recognition using eigenfaces', IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR'91), Maui, Hawaii, June 3-6 1991, p. 586-591
-
(1991)
Face recognition using eigenfaces
, pp. 586-591
-
-
Turk, M.1
Pentland, A.P.P.2
-
2
-
-
0031185845
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/34.598228, 0162-8828
-
Belhumeur, P.N., Hespanha, J.P., and Kriengman, D.J.: 'Eigenfaces vs. Fisherfaces: recognition using class specific linear projection', IEEE Trans. Pattern Anal. Mach. Intell., 1997, 19, (7), p. 711-72010.1109/34.598228 0162-8828
-
(1997)
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
, vol.19
, Issue.7
, pp. 711-720
-
-
Belhumeur, P.N.1
Hespanha, J.P.2
Kriengman, D.J.3
-
3
-
-
33144458972
-
IEEE Trans. Neural Netw.
-
10.1109/TNN.2005.860852, 1045-9227
-
Li, H., Jiang, T., and Zhang, K.: 'Efficient and robust feature extraction by maximum margin criterion', IEEE Trans. Neural Netw., 2006, 17, (1), p. 1157-116510.1109/TNN.2005.860852 1045-9227
-
(2006)
Efficient and robust feature extraction by maximum margin criterion
, vol.17
, Issue.1
, pp. 1157-1165
-
-
Li, H.1
Jiang, T.2
Zhang, K.3
-
4
-
-
27744565938
-
Pattern Recognit.
-
10.1016/j.patcog.2005.06.013, 0031-3203
-
Howland, P., Wang, J., and Park, H.: 'Solving the small sample size problem in face recognition using generalized discriminant analysis', Pattern Recognit., 2006, 39, p. 277-28710.1016/j.patcog.2005.06.013 0031-3203
-
(2006)
Solving the small sample size problem in face recognition using generalized discriminant analysis
, vol.39
, pp. 277-287
-
-
Howland, P.1
Wang, J.2
Park, H.3
-
5
-
-
13844299267
-
IEEE Trans. Neural Netw.
-
10.1109/TNN.2004.836239, 1045-9227
-
Zheng, W., Zhao, L., and Zou, C.: 'Foley-Sammon optimal discriminant vectors using kernel approach', IEEE Trans. Neural Netw., 2005, 16, (1), p. 1-910.1109/TNN.2004.836239 1045-9227
-
(2005)
Foley-Sammon optimal discriminant vectors using kernel approach
, vol.16
, Issue.1
, pp. 1-9
-
-
Zheng, W.1
Zhao, L.2
Zou, C.3
-
6
-
-
1842812871
-
Pattern Recognit.
-
10.1016/j.patcog.2003.02.001, 0031-3203
-
Zheng, W., Zhao, L., and Zou, C.: 'An efficient algorithm to solve the small sample size problem for LDA', Pattern Recognit., 2004, 37, p. 1077-107910.1016/j.patcog.2003.02.001 0031-3203
-
(2004)
An efficient algorithm to solve the small sample size problem for LDA
, vol.37
, pp. 1077-1079
-
-
Zheng, W.1
Zhao, L.2
Zou, C.3
-
7
-
-
84887916087
-
J. Am. Stat. Assoc.
-
10.2307/2289860, 0162-1459
-
Friedman, J.H.: 'Regularized discriminant analysis', J. Am. Stat. Assoc., 1989, 84, (405), p. 165-17510.2307/2289860 0162-1459
-
(1989)
Regularized discriminant analysis
, vol.84
, Issue.405
, pp. 165-175
-
-
Friedman, J.H.1
-
8
-
-
0004236492
-
-
3rd(The Johns Hopkins University Press, Baltimore, MD
-
Golub, G.H., and Van Loan, C.F.: 'Matrix computations', 3rd(The Johns Hopkins University Press, Baltimore, MD 1996)
-
(1996)
Matrix computations
-
-
Golub, G.H.1
Van Loan, C.F.2
-
9
-
-
0031185845
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/34.598228, 0162-8828
-
Belhumeour, P.N., Hespanha, J.P., and Kriegman, D.J.: 'Eigenfaces vs. Fisherfaces: recognition using class specific linear projection', IEEE Trans. Pattern Anal. Mach. Intell., 1997, 19, (7), p. 711-72010.1109/34.598228 0162-8828
-
(1997)
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
, vol.19
, Issue.7
, pp. 711-720
-
-
Belhumeour, P.N.1
Hespanha, J.P.2
Kriegman, D.J.3
-
10
-
-
0030214923
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/34.531802, 0162-8828
-
Swets, D.L., and Weng, J.: 'Using discriminant eigenfeatures for image retrieval', IEEE Trans. Pattern Anal. Mach. Intell., 1996, 18, (8), p. 831-83610.1109/34.531802 0162-8828
-
(1996)
Using discriminant eigenfeatures for image retrieval
, vol.18
, Issue.8
, pp. 831-836
-
-
Swets, D.L.1
Weng, J.2
-
11
-
-
1342310014
-
SIAM J. Matrix Anal. Appl.
-
10.1137/S0895479801393666, 0895-4798
-
Howland, P., Jeon, M., and Park, H.: 'Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition', SIAM J. Matrix Anal. Appl., 2003, 25, (1), p. 165-17910.1137/S0895479801393666 0895-4798
-
(2003)
Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition
, vol.25
, Issue.1
, pp. 165-179
-
-
Howland, P.1
Jeon, M.2
Park, H.3
-
12
-
-
3242767684
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/TPAMI.2004.37, 0162-8828
-
Ye, J., Janardan, R., Park, C.H., and Park, H.: 'An optimization criterion for generalized discriminant analysis on undersampled problems', IEEE Trans. Pattern Anal. Mach. Intell., 2004, 26, (8), p. 982-99410.1109/TPAMI.2004.37 0162-8828
-
(2004)
An optimization criterion for generalized discriminant analysis on undersampled problems
, vol.26
, Issue.8
, pp. 982-994
-
-
Ye, J.1
Janardan, R.2
Park, C.H.3
Park, H.4
-
13
-
-
21244494853
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/TPAMI.2005.110, 0162-8828
-
Ye, J., and Li, Q.: 'A two-stage linear discriminant analysis via QR-decomposition', IEEE Trans. Pattern Anal. Mach. Intell., 2005, 27, (6), p. 929-94110.1109/TPAMI.2005.110 0162-8828
-
(2005)
A two-stage linear discriminant analysis via QR-decomposition
, vol.27
, Issue.6
, pp. 929-941
-
-
Ye, J.1
Li, Q.2
-
14
-
-
0034300875
-
Pattern Recognit.
-
10.1016/S0031-3203(99)00139-9, 0031-3203
-
Chen, L.-F., Hong-Yuan, X., Liao, M., Ko, M.-T., Lin, J.-C., and Yu, G.-J.: 'A new LDA-based face recognition system which can solve the small sample size problem', Pattern Recognit., 2000, 33, p. 1713-172610.1016/S0031-3203(99)00139-9 0031-3203
-
(2000)
A new LDA-based face recognition system which can solve the small sample size problem
, vol.33
, pp. 1713-1726
-
-
Chen, L.1
Hong-Yuan, X.2
Liao, M.3
Ko, M.4
Lin, J.5
Yu, G.6
-
15
-
-
0025236073
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/34.41390, 0162-8828
-
Kirby, M., and Sirovich, L.: 'Application of the KL procedure for the characterization of human faces', IEEE Trans. Pattern Anal. Mach. Intell., 1990, 12, (1), p. 103-10810.1109/34.41390 0162-8828
-
(1990)
Application of the KL procedure for the characterization of human faces
, vol.12
, Issue.1
, pp. 103-108
-
-
Kirby, M.1
Sirovich, L.2
-
17
-
-
0347243182
-
Neural Comput.
-
10.1162/089976698300017467, 0899-7667
-
Scholkopf, B., Smola, A., and Muller, K.R.: 'Nonlinear component analysis as a kernel eigenvalue problem', Neural Comput., 1998, 10, (5), p. 1299-131910.1162/089976698300017467 0899-7667
-
(1998)
Nonlinear component analysis as a kernel eigenvalue problem
, vol.10
, Issue.5
, pp. 1299-1319
-
-
Scholkopf, B.1
Smola, A.2
Muller, K.R.3
-
18
-
-
0038633559
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/TPAMI.2003.1195996, 0162-8828
-
Mika, S., Ratsch, G., Weston, J., Scholkopf, B., Smola, A., and Muller, K.-R.: 'Constructing descriptive and discriminative nonlinear features: Rayleigh coefficients in kernel feature spaces', IEEE Trans. Pattern Anal. Mach. Intell., 2003, 25, (5), p. 623-62810.1109/TPAMI.2003.1195996 0162-8828
-
(2003)
Constructing descriptive and discriminative nonlinear features: Rayleigh coefficients in kernel feature spaces
, vol.25
, Issue.5
, pp. 623-628
-
-
Mika, S.1
Ratsch, G.2
Weston, J.3
Scholkopf, B.4
Smola, A.5
Muller, K.6
-
19
-
-
0034704229
-
Science
-
10.1126/science.290.5500.2319, 0036-8075
-
Tenenbaum, J.B., de Silva, V., and Langford, J.C.: 'A global geometric framework for nonlinear dimensionality reduction', Science, 2000, 290, (5500), p. 2319-232310.1126/science.290.5500.2319 0036-8075
-
(2000)
A global geometric framework for nonlinear dimensionality reduction
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
de Silva, V.2
Langford, J.C.3
-
20
-
-
0034704222
-
Science
-
10.1126/science.290.5500.2323, 0036-8075
-
Roweis, S.T., and Saul, L.K.: 'Nonlinear dimensionality reduction by locally linear embedding', Science, 2000, 290, (5500), p. 2323-232610.1126/science.290.5500.2323 0036-8075
-
(2000)
Nonlinear dimensionality reduction by locally linear embedding
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
21
-
-
24744436360
-
J. Mach. Learn. Res.
-
1532-4435
-
Saul, L.K., and Roweis, S.T.: 'Think globally, fit locally: unsupervised learning of low dimensional manifolds', J. Mach. Learn. Res., 2003, 12, (4), p. 119-1551532-4435
-
(2003)
Think globally, fit locally: unsupervised learning of low dimensional manifolds
, vol.12
, Issue.4
, pp. 119-155
-
-
Saul, L.K.1
Roweis, S.T.2
-
22
-
-
78649388625
-
Proc. Conf. Advances in Neural Information Processing System
-
Vancouver, Canada, December 3-6
-
Belkin, M., and Niyogi, P.: 'Laplacian eigenmaps and spectral techniques for embedding and clustering', Proc. Conf. Advances in Neural Information Processing System, Vancouver, Canada, December 3-6 2001, vol. 15
-
(2001)
Laplacian eigenmaps and spectral techniques for embedding and clustering
, vol.15
-
-
Belkin, M.1
Niyogi, P.2
-
23
-
-
0042378381
-
Neural Comput.
-
10.1162/089976603321780317, 0899-7667
-
Belkin, M., and Niyogi, P.: 'Laplacian eigenmaps for dimensionality reduction and data representation', Neural Comput., 2003, 15, (6), p. 1373-139610.1162/089976603321780317 0899-7667
-
(2003)
Laplacian eigenmaps for dimensionality reduction and data representation
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
24
-
-
14544307975
-
SIAM J. Sci. Comput.
-
10.1137/S1064827502419154, 1064-8275
-
Zhang, Z., and Zha, H.: 'Principal manifolds and nonlinear dimensionality reduction via tangent space alignment', SIAM J. Sci. Comput., 2004, 26, (1), p. 313-33810.1137/S1064827502419154 1064-8275
-
(2004)
Principal manifolds and nonlinear dimensionality reduction via tangent space alignment
, vol.26
, Issue.1
, pp. 313-338
-
-
Zhang, Z.1
Zha, H.2
-
25
-
-
8644228268
-
Proc. 17th Annual Conf. Neural Information Processing Systems
-
Vancouver and Whistler, Canada, December 8-13
-
He, X., and Niyogi, P.: 'Locality preserving projections', Proc. 17th Annual Conf. Neural Information Processing Systems, Vancouver and Whistler, Canada, December 8-13 2003
-
(2003)
Locality preserving projections
-
-
He, X.1
Niyogi, P.2
-
26
-
-
15044358511
-
IEEE Trans. Pattern Anal. Mach. Intell.
-
10.1109/TPAMI.2005.55, 0162-8828
-
He, X., Yan, S., Hu, Y., Niyogi, P., and Zhang, H.-J.: 'Face recognition using Laplacianfaces', IEEE Trans. Pattern Anal. Mach. Intell., 2005, 27, (3), p. 328-34010.1109/TPAMI.2005.55 0162-8828
-
(2005)
Face recognition using Laplacianfaces
, vol.27
, Issue.3
, pp. 328-340
-
-
He, X.1
Yan, S.2
Hu, Y.3
Niyogi, P.4
Zhang, H.5
-
28
-
-
33947194180
-
IEEE Trans. Pattern Anal. Mach. Intell. (T-PAMI)
-
10.1109/TPAMI.2007.250598
-
Yan, S., Xu, D., Zhang, B., Zhang, H., Yang, Q., and Lin, S.: 'Graph embedding and extensions: a general framework for dimensionality reduction', IEEE Trans. Pattern Anal. Mach. Intell. (T-PAMI), 2007, 29, (1), p. 40-5110.1109/TPAMI.2007.250598
-
(2007)
Graph embedding and extensions: a general framework for dimensionality reduction
, vol.29
, Issue.1
, pp. 40-51
-
-
Yan, S.1
Xu, D.2
Zhang, B.3
Zhang, H.4
Yang, Q.5
Lin, S.6
-
29
-
-
34248666540
-
Inf. Control
-
10.1016/S0019-9958(65)90241-X
-
Zadeh, L.A.: 'Fuzzy sets', Inf. Control, 1965, 8, p. 338-35310.1016/S0019-9958(65)90241-X
-
(1965)
Fuzzy sets
, vol.8
, pp. 338-353
-
-
Zadeh, L.A.1
-
30
-
-
0003444099
-
-
Kluwer Academic Publishers, Dordrecht
-
Bezdek, J.C., Keller, J., and Krishnapuram, R.: 'Fuzzy models and algorithms for pattern recognition and image processing', (Kluwer Academic Publishers, Dordrecht 1999)
-
(1999)
Fuzzy models and algorithms for pattern recognition and image processing
-
-
Bezdek, J.C.1
Keller, J.2
Krishnapuram, R.3
-
31
-
-
22844440598
-
Pattern Recognit.
-
10.1016/j.patcog.2005.01.018, 0031-3203
-
Kw, K.C., and Pedry, W.: 'Face recognition using a fuzzy fisher classifier', Pattern Recognit., 2005, 38, (10), p. 1717-173210.1016/j.patcog.2005.01.018 0031-3203
-
(2005)
Face recognition using a fuzzy fisher classifier
, vol.38
, Issue.10
, pp. 1717-1732
-
-
Kw, K.C.1
Pedry, W.2
|