-
1
-
-
0025236073
-
Application of the Karhunen-Loeve procedure for the characterization of human faces
-
Jan.
-
M. Kirby and L. Sirovich, "Application of the Karhunen-Loeve procedure for the characterization of human faces," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 1, pp. 103-108, Jan. 1990.
-
(1990)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.12
, Issue.1
, pp. 103-108
-
-
Kirby, M.1
Sirovich, L.2
-
2
-
-
0026065565
-
Eigenfaces for recognition
-
Jan.
-
M. Turk, "Eigenfaces for recognition," J. Cogn. Neurosci., vol. 3, no. 1, pp. 71-86, Jan. 1991.
-
(1991)
J. Cogn. Neurosci
, vol.3
, Issue.1
, pp. 71-86
-
-
Turk, M.1
-
3
-
-
0031185845
-
Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
-
Jul.
-
P. N. Belhumeur, J. P. Hespanha, D. J. Kriengman, "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
-
(1997)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.19
, Issue.7
, pp. 711-720
-
-
Belhumeur, P.N.1
Hespanha, J.P.2
Kriengman, D.J.3
-
4
-
-
0035998835
-
Model-based clustering, discriminant analysis and density estimation
-
C. Fraley and A. E. Raftery, "Model-based clustering, discriminant analysis and density estimation," J. Amer. Stat. Assoc., vol. 97, no. 1, pp. 611-631, 2002.
-
(2002)
J. Amer. Stat. Assoc
, vol.97
, Issue.1
, pp. 611-631
-
-
Fraley, C.1
Raftery, A.E.2
-
5
-
-
0742307398
-
Improving kernel Fisher discriminant analysis for face recognition
-
Jan.
-
Q. Liu, H. Lu, S. Ma, "Improving kernel Fisher discriminant analysis for face recognition," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 1, pp. 42-49, Jan. 2004.
-
(2004)
IEEE Trans. Circuits Syst. Video Technol
, vol.14
, Issue.1
, pp. 42-49
-
-
Liu, Q.1
Lu, H.2
Ma, S.3
-
6
-
-
0742268833
-
Two-dimensional PCA: A new approach to appearance-based face representation and recognition
-
Jan.
-
J. Yang, D. Zhang, A. F. Frangi, J. Yang, "Two-dimensional PCA: A new approach to appearance-based face representation and recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 1, pp. 131-137, Jan. 2004.
-
(2004)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.26
, Issue.1
, pp. 131-137
-
-
Yang, J.1
Zhang, D.2
Frangi, A.F.3
Yang, J.4
-
7
-
-
33746804077
-
Bidirectional PCA with assembled matrix distance metric for image recognition
-
Aug.
-
W. Zuo, D. Zhang, K. Wang, "Bidirectional PCA with assembled matrix distance metric for image recognition," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 36, no. 4, pp. 863-872, Aug. 2006.
-
(2006)
IEEE Trans. Syst., Man, Cybern. B, Cybern
, vol.36
, Issue.4
, pp. 863-872
-
-
Zuo, W.1
Zhang, D.2
Wang, K.3
-
8
-
-
30044447599
-
Generalized low rank approximations of matrices
-
J. Ye, "Generalized low rank approximations of matrices," Mach. Learn., vol. 61, nos. 1-3, pp. 167-191, 2005.
-
(2005)
Mach. Learn
, vol.61
, Issue.1-3
, pp. 167-191
-
-
Ye, J.1
-
9
-
-
38749143022
-
MPCA: Multilinear principal component analysis of tensor objects
-
Jan.
-
H. Lu, K. N. Plataniotis, A. N. Venetsanopoulos, "MPCA: Multilinear principal component analysis of tensor objects," IEEE Trans. Neural Netw., vol. 19, no. 1, pp. 18-39, Jan. 2008.
-
(2008)
IEEE Trans. Neural Netw
, vol.19
, Issue.1
, pp. 18-39
-
-
Lu, H.1
Plataniotis, K.N.2
Venetsanopoulos, A.N.3
-
10
-
-
27244450132
-
Two-Dimensional linear discriminant analysis
-
Vancouver, BC, Canada Jul.
-
J. Ye, R. Janardan, Q. Li, "Two-dimensional linear discriminant analysis," in Proc. Adv. Neural Inf. Process. Syst., vol. 17. Vancouver, BC, Canada, pp. 1569-1576, Jul. 2004.
-
(2004)
Proc. Adv. Neural Inf. Process. Syst
, vol.17
, pp. 1569-1576
-
-
Ye, J.1
Janardan, R.2
Li, Q.3
-
11
-
-
33847716314
-
Multilinear discriminant analysis for face recognition
-
Jan.
-
S. Yan et al., "Multilinear discriminant analysis for face recognition," IEEE Trans. Image Process., vol. 16, no. 1, pp. 212-220, Jan. 2007.
-
(2007)
IEEE Trans. Image Process
, vol.16
, Issue.1
, pp. 212-220
-
-
Yan, S.1
-
12
-
-
84855167311
-
Tensor discriminant color space for face recognition
-
Sep.
-
S. Wang, J. Yang, N. Zhang, C. Zhou, "Tensor discriminant color space for face recognition," IEEE Trans. Image Process., vol. 20, no. 9, pp. 2490-2501, Sep. 2011.
-
(2011)
IEEE Trans. Image Process
, vol.20
, Issue.9
, pp. 2490-2501
-
-
Wang, S.1
Yang, J.2
Zhang, N.3
Zhou, C.4
-
13
-
-
84866609797
-
Sparse tensor discriminant color space for face verification
-
Jun.
-
S.-J. Wang et al., "Sparse tensor discriminant color space for face verification," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 6, pp. 876-888, Jun. 2012.
-
(2012)
IEEE Trans. Neural Netw. Learn. Syst
, vol.23
, Issue.6
, pp. 876-888
-
-
Wang, S.-J.1
-
14
-
-
33144458972
-
Efficient and robust feature extraction by maximum margin criterion
-
Jan.
-
H. Li, T. Jiang, K. Zhang, "Efficient and robust feature extraction by maximum margin criterion," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 157-165, Jan. 2006.
-
(2006)
IEEE Trans. Neural Netw
, vol.17
, Issue.1
, pp. 157-165
-
-
Li, H.1
Jiang, T.2
Zhang, K.3
-
15
-
-
84856275694
-
Generalized biased discriminant analysis for content-based image retrieval
-
Feb.
-
L. Zhang, L. Wang, W. Lin, "Generalized biased discriminant analysis for content-based image retrieval," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 1, pp. 282-290, Feb. 2012.
-
(2012)
IEEE Trans. Syst., Man, Cybern. B, Cybern
, vol.42
, Issue.1
, pp. 282-290
-
-
Zhang, L.1
Wang, L.2
Lin, W.3
-
16
-
-
70149083585
-
Two-dimensional maximun margin feature extraction for face recognition
-
Aug.
-
W. Yang and D. Dai, "Two-dimensional maximun margin feature extraction for face recognition," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 39, no. 4, pp. 1002-1012, Aug. 2009.
-
(2009)
IEEE Trans. Syst., Man, Cybern. B, Cybern
, vol.39
, Issue.4
, pp. 1002-1012
-
-
Yang, W.1
Dai, D.2
-
17
-
-
67649419071
-
Feature extraction based on Laplacian bidirectional maximum margin criterion
-
W. Yang, J. Wang, M. Ren, J. Yang, "Feature extraction based on Laplacian bidirectional maximum margin criterion," Pattern Recognit., vol. 42, no. 11, pp. 2327-2344, 2009.
-
(2009)
Pattern Recognit
, vol.42
, Issue.11
, pp. 2327-2344
-
-
Yang, W.1
Wang, J.2
Ren, M.3
Yang, J.4
-
18
-
-
36048992886
-
General tensor discriminant analysis and Gabor features for gait recognition
-
Oct.
-
D. Tao, X. Li, X. Wu, S. J. Maybank, "General tensor discriminant analysis and Gabor features for gait recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 10, pp. 1700-1715, Oct. 2007.
-
(2007)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.29
, Issue.10
, pp. 1700-1715
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
19
-
-
77952545688
-
Maximum margin criterion with tensor representation
-
Jun.
-
R.-X. Hu, W. Jia, D.-S. Huang, Y.-K. Lei, "Maximum margin criterion with tensor representation," Neurocomputing, vol. 73, nos. 10-12, pp. 1541-1549, Jun. 2010.
-
(2010)
Neurocomputing
, vol.73
, Issue.10-12
, pp. 1541-1549
-
-
Hu, R.-X.1
Jia, W.2
Huang, D.-S.3
Lei, Y.-K.4
-
20
-
-
84857619238
-
Empirical discriminative tensor analysis for crime forecasting
-
Berlin, Germany: Springer
-
Y. Mu, W. Ding, M. Morabito, D. Tao, "Empirical discriminative tensor analysis for crime forecasting," in Knowledge Science, Engineering and Management (Lecture Notes in Computer Science). Berlin, Germany: Springer, 2011, pp. 293-304.
-
(2011)
Knowledge Science, Engineering and Management (Lecture Notes in Computer Science)
, pp. 293-304
-
-
Mu, Y.1
Ding, W.2
Morabito, M.3
Tao, D.4
-
21
-
-
75749133541
-
Biologically inspired feature manifold for gait recognition
-
Jan.
-
Y. Mu and D. Tao, "Biologically inspired feature manifold for gait recognition," Neurocomputing, vol. 73, nos. 4-6, pp. 895-902, Jan. 2010.
-
(2010)
Neurocomputing
, vol.73
, Issue.4-6
, pp. 895-902
-
-
Mu, Y.1
Tao, D.2
-
22
-
-
78649780115
-
Biologically inspired tensor features
-
Nov.
-
Y. Mu, D. Tao, X. Li, F. Murtagh, "Biologically inspired tensor features," Cogn. Comput., vol. 1, no. 4, pp. 327-341, Nov. 2009.
-
(2009)
Cogn. Comput
, vol.1
, Issue.4
, pp. 327-341
-
-
Mu, Y.1
Tao, D.2
Li, X.3
Murtagh, F.4
-
23
-
-
36148990993
-
Supervised tensor learning
-
Jan.
-
D. Tao, X. Li, X. Wu, W. Hu, S. J. Maybank, "Supervised tensor learning," Knowl. Inf. Syst., vol. 13, no. 1, pp. 1-42, Jan. 2007.
-
(2007)
Knowl. Inf. Syst
, vol.13
, Issue.1
, pp. 1-42
-
-
Tao, D.1
Li, X.2
Wu, X.3
Hu, W.4
Maybank, S.J.5
-
24
-
-
84869863663
-
Multivariate multilinear regression
-
Dec.
-
Y. Su, X. Gao, X. Li, D. Tao, "Multivariate multilinear regression," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 6, pp. 1560-1573, Dec. 2012.
-
(2012)
IEEE Trans. Syst., Man, Cybern. B, Cybern
, vol.42
, Issue.6
, pp. 1560-1573
-
-
Su, Y.1
Gao, X.2
Li, X.3
Tao, D.4
-
25
-
-
0001681052
-
The collinearity problem in linear regression: The partial least squares approach to generalized inverses
-
S. Wold, A. Ruhe, H. Wold, W. J. Dunn, "The collinearity problem in linear regression: The partial least squares approach to generalized inverses," SIAM J. Sci. Stat. Comput., vol. 5, no. 3, pp. 735-743, 1984.
-
(1984)
SIAM J. Sci. Stat. Comput
, vol.5
, Issue.3
, pp. 735-743
-
-
Wold, S.1
Ruhe, A.2
Wold, H.3
Dunn, W.J.4
-
26
-
-
79952194000
-
A survey of multilinear subspace learning for tensor data
-
Jul.
-
H. Lu, K. N. Plataniotis, A. N. Venetsanopoulos, "A survey of multilinear subspace learning for tensor data," Pattern Recognit., vol. 44, no. 7, pp. 1540-1551, Jul. 2011.
-
(2011)
Pattern Recognit
, vol.44
, Issue.7
, pp. 1540-1551
-
-
Lu, H.1
Plataniotis, K.N.2
Venetsanopoulos, A.N.3
-
27
-
-
85194972808
-
Regression shrinkage and selection via the Lasso
-
R. Tibshirani, "Regression shrinkage and selection via the Lasso," J. Roy. Stat. Soc. B, vol. 58, no. 1, pp. 267-288, 1996.
-
(1996)
J. Roy. Stat. Soc. B
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
28
-
-
3242708140
-
Least angle regression
-
B. Efron, T. Hastie, I. Johnstone, R. Tibshirani, "Least angle regression," Ann. Statist., vol. 32, no. 2, pp. 407-499, 2004.
-
(2004)
Ann. Statist
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
29
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
H. Zou and T. Hastie, "Regularization and variable selection via the elastic net," J. Roy. Stat. Soc. B, vol. 67, no. 2, pp. 301-320, 2005.
-
(2005)
J. Roy. Stat. Soc. B
, vol.67
, Issue.2
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
-
30
-
-
33745309913
-
Sparse principal component analysis
-
Jun.
-
H. Zou, T. Hastie, R. Tibshirani, "Sparse principal component analysis," J. Comput. Graph. Statist., vol. 15, no. 2, pp. 265-286, Jun. 2006.
-
(2006)
J. Comput. Graph. Statist
, vol.15
, Issue.2
, pp. 265-286
-
-
Zou, H.1
Hastie, T.2
Tibshirani, R.3
-
31
-
-
81555213023
-
Sparse discriminant analysis
-
L. Clemmensen, T. Hastie, D. Witten, B. Ersboll, "Sparse discriminant analysis," Technometrics, vol. 53, no. 4, pp. 406-413, 2011.
-
(2011)
Technometrics
, vol.53
, Issue.4
, pp. 406-413
-
-
Clemmensen, L.1
Hastie, T.2
Witten, D.3
Ersboll, B.4
-
32
-
-
48849086355
-
Optimal solutions for sparse principal component analysis
-
Jul.
-
A. Aspremont, F. Bach, I. Willow, L. El Ghaoui, "Optimal solutions for sparse principal component analysis," J. Mach. Learn. Res., vol. 9, pp. 1269-1294, Jul. 2008.
-
(2008)
J. Mach. Learn. Res
, vol.9
, pp. 1269-1294
-
-
Aspremont, A.1
Bach, F.2
Willow, I.3
El Ghaoui, L.4
-
33
-
-
77949527718
-
Generalized power method for sparse principal component analysis
-
Jan.
-
M. Journee, Y. Nesterov, P. Richtarik, R. Sepulchre, "Generalized power method for sparse principal component analysis," J. Mach. Learn. Res., vol. 11, pp. 517-553, Jan. 2010.
-
(2010)
J. Mach. Learn. Res
, vol.11
, pp. 517-553
-
-
Journee, M.1
Nesterov, Y.2
Richtarik, P.3
Sepulchre, R.4
-
34
-
-
61849100967
-
Sparse linear discriminant analysis with applications to high dimensional low sample size data
-
Z. Qiao, L. Zhou, J. Z. Huang, "Sparse linear discriminant analysis with applications to high dimensional low sample size data," IAENG Int. J. Appl. Math., vol. 39, no. 1, pp. 48-60, 2009.
-
(2009)
IAENG Int. J. Appl. Math
, vol.39
, Issue.1
, pp. 48-60
-
-
Qiao, Z.1
Zhou, L.2
Huang, J.Z.3
-
35
-
-
79951845668
-
On sparse linear discriminant analysis algorithm for high-dimensional data classification
-
M. K. Ng, L. Liao, L. Zhang, "On sparse linear discriminant analysis algorithm for high-dimensional data classification," Numer. Linear Algebr. Appl., vol. 18, no. 2, pp. 223-235, 2010.
-
(2010)
Numer. Linear Algebr. Appl
, vol.18
, Issue.2
, pp. 223-235
-
-
Ng, M.K.1
Liao, L.2
Zhang, L.3
-
36
-
-
84894571400
-
Sparse tensor embedding based multispectral face recognition
-
H. Zhao and S. Sun, "Sparse tensor embedding based multispectral face recognition," Neurocomputing, vol. 133, no. 10, pp. 427-436, 2014.
-
(2014)
Neurocomputing
, vol.133
, Issue.10
, pp. 427-436
-
-
Zhao, H.1
Sun, S.2
-
37
-
-
85135939782
-
Efficient and robust feature selection via joint l2, 1 norms minimization
-
Vancouver, BC, Canada
-
F. Nie, H. Huang, X. Cai, C. Ding, "Efficient and robust feature selection via joint l2, 1 norms minimization," in Proc. Adv. Neural Inf. Process. Syst., vol. 23. Vancouver, BC, Canada, 2010, pp. 1813-1821.
-
(2010)
Proc. Adv. Neural Inf. Process. Syst
, vol.23
, pp. 1813-1821
-
-
Nie, F.1
Huang, H.2
Cai, X.3
Ding, C.4
-
38
-
-
84870535269
-
Joint feature selection and subspace learning
-
Q. Gu, Z. Li, J. Han, "Joint feature selection and subspace learning," in Proc. 22nd Int. Joint Conf. Artif. Intell. (IJCAI), Barcelona, Spain, 2011, pp. 1294-1299.
-
(2011)
Proc. 22nd Int. Joint Conf. Artif. Intell. (IJCAI), Barcelona, Spain
, pp. 1294-1299
-
-
Gu, Q.1
Li, Z.2
Han, J.3
-
39
-
-
84866678530
-
Feature selection via joint embedding learing and sparse regression
-
C. Hou, F. Nie, D. Yi, Y. Wu, "Feature selection via joint embedding learing and sparse regression," in Proc. 22nd Int. Joint Conf. Artif. Intell., Barcelona, Spain, 2011, pp. 1324-1329.
-
(2011)
Proc. 22nd Int. Joint Conf. Artif. Intell., Barcelona, Spain
, pp. 1324-1329
-
-
Hou, C.1
Nie, F.2
Yi, D.3
Wu, Y.4
-
40
-
-
84870517183
-
Discriminating joint feature analysis for multimedia data understanding
-
Dec.
-
Z. Ma et al., "Discriminating joint feature analysis for multimedia data understanding," IEEE Trans. Multimedia, vol. 14, no. 6, pp. 1662-1672, Dec. 2012.
-
(2012)
IEEE Trans. Multimedia
, vol.14
, Issue.6
, pp. 1662-1672
-
-
Ma, Z.1
-
41
-
-
84864065280
-
Web image annotation via subspace-sparsity collaborated feature selection
-
Aug.
-
Z. Ma, F. Nie, Y. Yang, J. R. R. Uijlings, N. Sebe, "Web image annotation via subspace-sparsity collaborated feature selection," IEEE Trans. Multimedia, vol. 14, no. 4, pp. 1021-1030, Aug. 2012.
-
(2012)
IEEE Trans. Multimedia
, vol.14
, Issue.4
, pp. 1021-1030
-
-
Ma, Z.1
Nie, F.2
Yang, Y.3
Uijlings, J.R.R.4
Sebe, N.5
-
42
-
-
84858002076
-
Robust classification using-2,1-norm based regression model
-
Jul.
-
C.-X. Ren, D.-Q. Dai, H. Yan, "Robust classification using-2,1-norm based regression model," Pattern Recognit., vol. 45, no. 7, pp. 2708-2718, Jul. 2012.
-
(2012)
Pattern Recognit
, vol.45
, Issue.7
, pp. 2708-2718
-
-
Ren, C.-X.1
Dai, D.-Q.2
Yan, H.3
-
43
-
-
84901250680
-
Joint embedding learning and sparse regression: A framework for unsupervised feature selection
-
Jun.
-
C. Hou, F. Nie, X. Li, D. Yi, Y. Wu, "Joint embedding learning and sparse regression: A framework for unsupervised feature selection," IEEE Trans. Cybern., vol. 44, no. 6, pp. 793-804, Jun. 2014.
-
(2014)
IEEE Trans. Cybern
, vol.44
, Issue.6
, pp. 793-804
-
-
Hou, C.1
Nie, F.2
Li, X.3
Yi, D.4
Wu, Y.5
-
44
-
-
0034290919
-
The FERET evaluation methodology for face recognition algorithms
-
Oct.
-
P. J. Phillips, H. Moon, S. A. Rizvi, P. J. Rauss, "The FERET evaluation methodology for face recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 10, pp. 1090-1104, Oct. 2000.
-
(2000)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.22
, Issue.10
, pp. 1090-1104
-
-
Phillips, P.J.1
Moon, H.2
Rizvi, S.A.3
Rauss, P.J.4
-
45
-
-
0004171986
-
The AR face database
-
Spain, CVC Tech. Rep
-
A. A. Martinez and R. Benavente, "The AR face database," Comput. Vis. Center, Barcelona, Spain, CVC Tech. Rep. #24, 1998.
-
(1998)
Comput. Vis. Center, Barcelona
, vol.24
-
-
Martinez, A.A.1
Benavente, R.2
-
46
-
-
36248957499
-
Actions as space-time shapes
-
Dec.
-
L. Gorelick, M. Blank, E. Shechtman, M. Irani, R. Basri, "Actions as space-time shapes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 12, pp. 2247-2253, Dec. 2007.
-
(2007)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.29
, Issue.12
, pp. 2247-2253
-
-
Gorelick, L.1
Blank, M.2
Shechtman, E.3
Irani, M.4
Basri, R.5
-
47
-
-
34948833675
-
Tensor canonical correlation analysis for action classification
-
Minneapolis, MN, USA
-
T.-K. Kin, K.-Y. K. Wong, R. Cipolla, "Tensor canonical correlation analysis for action classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Minneapolis, MN, USA, 2007, pp. 1-8.
-
(2007)
Proc IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR)
, pp. 1-8
-
-
Kin, T.-K.1
Wong, K.-Y.K.2
Cipolla, R.3
|