-
2
-
-
0031185845
-
Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
-
Jul
-
P. Belhumeur, P. Hespanha, and D. Kriegman, "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.1
Hespanha, P.2
Kriegman, D.3
-
3
-
-
15044358511
-
Face recognition using laplacianfaces
-
Mar
-
X. He, S. Yan, Y. Hu, P. Niyogi, and H. Zhang, "Face recognition using laplacianfaces, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 3, pp. 328-340, Mar. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.27
, Issue.3
, pp. 328-340
-
-
He, X.1
Yan, S.2
Hu, Y.3
Niyogi, P.4
Zhang, H.5
-
4
-
-
33947194180
-
Graph embedding and extensions: A general framework for dimensionality reduction
-
Jan
-
S. Yan, D. Xu, B. Zhang, H. Zhang, Q. Yang, and S. Lin, "Graph embedding and extensions: A general framework for dimensionality reduction, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 1, pp. 40-51, Jan. 2007.
-
(2007)
IEEE Trans. Pattern Anal. Mach. Intell
, 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
-
5
-
-
68549120964
-
Patch alignment for dimensionality reduction
-
Sep
-
T. Zhang, D. Tao, X. Li, and J. Yang, "Patch alignment for dimensionality reduction, " IEEE Trans. Knowl. Data Eng., vol. 21, no. 9, pp. 1299-1313, Sep. 2009.
-
(2009)
IEEE Trans. Knowl. Data Eng
, vol.21
, Issue.9
, pp. 1299-1313
-
-
Zhang, T.1
Tao, D.2
Li, X.3
Yang, J.4
-
6
-
-
39549121991
-
Eigenfeature regularization and extraction in face recognition
-
Mar
-
X. D. Jiang, B. Mandal, and A. Kot, "Eigenfeature regularization and extraction in face recognition, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 3, pp. 383-394, Mar. 2008.
-
(2008)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.30
, Issue.3
, pp. 383-394
-
-
Jiang, X.D.1
Mandal, B.2
Kot, A.3
-
7
-
-
79957452467
-
Robust principal component analysis based on maximum correntropy criterion
-
Jun
-
R. He, B. G. Hu, W. S. Zheng, and X. W. Kong, "Robust principal component analysis based on maximum correntropy criterion, " IEEE Trans. Image Processing., vol. 20, no. 6, pp. 1485-1494, Jun. 2011.
-
(2011)
IEEE Trans. Image Processing
, vol.20
, Issue.6
, pp. 1485-1494
-
-
He, R.1
Hu, B.G.2
Zheng, W.S.3
Kong, X.W.4
-
8
-
-
84855167311
-
Tensor discriminant color space for face recognition
-
Sep
-
S. J. Wang, J. Yang, N. Zhang, and C. G. 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.J.1
Yang, J.2
Zhang, N.3
Zhou, C.G.4
-
10
-
-
0036721691
-
From image vector to matrix: A straightforward image projection technique-IMPCA vs. PCA
-
Sep
-
J. Yang and J. Y. Yang, "From image vector to matrix: A straightforward image projection technique-IMPCA vs. PCA, " Pattern Recognit., vol. 35, no. 9, pp. 1997-1999, Sep. 2002.
-
(2002)
Pattern Recognit
, vol.35
, Issue.9
, pp. 1997-1999
-
-
Yang, J.1
Yang, J.Y.2
-
11
-
-
0742268833
-
Two-dimensional PCA: A new approach to appearance-based face representation and recognition
-
Jan
-
J. Yang, D. Zhang, A. F. Frangi, and J. Y. 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.Y.4
-
12
-
-
27244450132
-
Two-dimensional linear discriminant analysis
-
J. Ye, R. Janardan, and Q. Li, "Two-dimensional linear discriminant analysis, " in Proc. Neural Inf. Process. Syst., 2004, pp. 1569-1576.
-
(2004)
Proc. Neural Inf. Process. Syst
, pp. 1569-1576
-
-
Ye, J.1
Janardan, R.2
Li, Q.3
-
13
-
-
64849109557
-
Asymmetric principal component and discriminant analyses for pattern classification
-
May
-
X. D. Jiang, "Asymmetric principal component and discriminant analyses for pattern classification, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 5, pp. 931-937, May 2009.
-
(2009)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.31
, Issue.5
, pp. 931-937
-
-
Jiang, X.D.1
-
14
-
-
0036543747
-
Gabor feature based classification using the enhanced fisher linear discriminant analysis for face recognition
-
Apr
-
C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant analysis for face recognition, " IEEE Trans. Image Process., vol. 11, no. 4, pp. 467-476, Apr. 2002.
-
(2002)
IEEE Trans. Image Process
, vol.11
, Issue.4
, pp. 467-476
-
-
Liu, C.1
Wechsler, H.2
-
15
-
-
0030214923
-
Using discriminant eigenfeatures for image retrieval
-
Aug
-
D. L. Swets and J. Weng, "Using discriminant eigenfeatures for image retrieval, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 8, pp. 831-836, Aug. 1996.
-
(1996)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.18
, Issue.8
, pp. 831-836
-
-
Swets, D.L.1
Weng, J.2
-
16
-
-
36048992886
-
General tensor discriminant analysis and gabor features for gait recognition
-
Oct
-
D. Tao, X. Li, X. Wu, and 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
-
17
-
-
77950369812
-
Prediction of eigenvalues and regularization of eigenfeatures for human face verification
-
Jun
-
B. Mandal, X. Jiang, H.L. Eng, and A. Kot, "Prediction of eigenvalues and regularization of eigenfeatures for human face verification, " Pattern Recognit. Lett., vol. 31, no. 8, pp. 717-724, Jun. 2010.
-
(2010)
Pattern Recognit. Lett
, vol.31
, Issue.8
, pp. 717-724
-
-
Mandal, B.1
Jiang, X.2
Eng, H.L.3
Kot, A.4
-
18
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
Dec
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction, " Science, vol. 290, no. 5500, pp. 2320-2323, Dec. 2000.
-
(2000)
Science, Vol. 290
, Issue.5500
, pp. 2320-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
19
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
M. Belkin and P. Niyogi, "Laplacian eigenmaps for dimensionality reduction and data representation, " Neural Comput., vol. 15, no, 6, pp. 1373-1396, 2003.
-
(2003)
Neural Comput
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
20
-
-
0347243182
-
Nonlinear component analysis as a kernel eigenvalue problem
-
B. Schölkopf, A. Smola, and K. Müller, "Nonlinear component analysis as a kernel eigenvalue problem, " Neural Comput., vol. 15, no. 5, pp. 1299-1319, 1998.
-
(1998)
Neural Comput
, vol.15
, Issue.5
, pp. 1299-1319
-
-
Schölkopf, B.1
Smola, A.2
Müller, K.3
-
21
-
-
0034296402
-
Generalized discriminant analysis using a kernel approach
-
Oct
-
G. Baudat and F. Anouar, "Generalized discriminant analysis using a kernel approach, " Neural Comput., vol. 12, no. 10, pp. 2385-2404, Oct. 2000.
-
(2000)
Neural Comput
, vol.12
, Issue.10
, pp. 2385-2404
-
-
Baudat, G.1
Anouar, F.2
-
22
-
-
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, " in Proc. 21th Int. Conf. Mach. Learn., 2004, pp. 47-54.
-
(2004)
Proc. 21th Int. Conf. Mach. Learn.
, pp. 47-54
-
-
Ham, J.1
Lee, D.D.2
Mika, S.3
Schölkopf, B.4
-
23
-
-
33750378734
-
Orthogonal laplacianfaces for face recognition
-
Nov
-
D. Cai, X. He, J. Han, and H. Zhang, "Orthogonal Laplacianfaces for Face Recognition, " IEEE Trans. Image Process., vol. 15, no. 11, pp. 3608-3614, Nov. 2006.
-
(2006)
IEEE Trans. Image Process
, vol.15
, Issue.11
, pp. 3608-3614
-
-
Cai, D.1
He, X.2
Han, J.3
Zhang, H.4
-
24
-
-
36348982900
-
Marginal fisher analysis for human gait recognition and content based image retrieval
-
Nov
-
D. Xu, S. Yan, D. Tao, S. Lin, and H. Zhang, "Marginal fisher analysis for human gait recognition and content based image retrieval, " IEEE Trans. Image Process., vol. 16, no. 11, pp. 2811-2821, Nov. 2007.
-
(2007)
IEEE Trans. Image Process
, vol.16
, Issue.11
, pp. 2811-2821
-
-
Xu, D.1
Yan, S.2
Tao, D.3
Lin, S.4
Zhang, H.5
-
25
-
-
24644496298
-
Local discriminant embedding and its variant
-
Jun
-
H. Wang, H. Chang, and T. Liu, "Local discriminant embedding and its variant, " in Proc. IEEE Int. Conf. Comput. Vis., vol. 2. Jun. 2005, pp. 846-853.
-
(2005)
Proc. IEEE Int. Conf. Comput. Vis
, vol.2
, pp. 846-853
-
-
Wang, H.1
Chang, H.2
Liu, T.3
-
26
-
-
33749237332
-
Local Fisher discriminant analysis for supervised dimensionality reduction
-
M. Sugiyama, "Local Fisher discriminant analysis for supervised dimensionality reduction, " in Proc. Int. Conf. Mach. Learn., 2006, pp. 905-912.
-
(2006)
Proc. Int. Conf. Mach. Learn.
, pp. 905-912
-
-
Sugiyama, M.1
-
27
-
-
49449095973
-
Locally linear discriminant embedding: An efficient method for face recognition
-
Dec
-
B. Li, C. Zheng, and D. S. Huang, "Locally linear discriminant embedding: An efficient method for face recognition, " Pattern Recognit., vol. 41, no. 12, pp. 3813-3821, Dec. 2008.
-
(2008)
Pattern Recognit
, vol.41
, Issue.12
, pp. 3813-3821
-
-
Li, B.1
Zheng, C.2
Huang, D.S.3
-
28
-
-
42549169322
-
Locality-preserved maximum information projection
-
Apr
-
H. Wang, S. Che, Z. Hu, and W. Zheng, "Locality-preserved maximum information projection, " IEEE Trans. Neural Netw., vol. 19, no. 4, pp. 571-585, Apr. 2008.
-
(2008)
IEEE Trans. Neural Netw
, vol.19
, Issue.4
, pp. 571-585
-
-
Wang, H.1
Che, S.2
Hu, Z.3
Zheng, W.4
-
29
-
-
67349170432
-
Stable local dimensionality reduction approaches
-
Sep
-
C. Hou, C. Zhang, Y. Wu, and Y. Jiao, "Stable local dimensionality reduction approaches, " Pattern Recognit., vol. 42, no. 9, pp. 2054-2066, Sep. 2009.
-
(2009)
Pattern Recognit
, vol.42
, Issue.9
, pp. 2054-2066
-
-
Hou, C.1
Zhang, C.2
Wu, Y.3
Jiao, Y.4
-
30
-
-
77955850136
-
Incremental embedding and learning in the local discriminant subspace with application to face recognition
-
Sep
-
M. Cheng, B. Fang, Y. Y. Tang, T. Zhang, and J. Wen, "Incremental embedding and learning in the local discriminant subspace with application to face recognition, " IEEE Trans. Syst., Man, Cybern., C, Appl. Rev., vol. 40, no. 5, pp. 580-591, Sep. 2010.
-
(2010)
IEEE Trans. Syst., Man, Cybern., C, Appl. Rev
, vol.40
, Issue.5
, pp. 580-591
-
-
Cheng, M.1
Fang, B.2
Tang, Y.Y.3
Zhang, T.4
Wen, J.5
-
31
-
-
84864026346
-
Tensor subspace analysis
-
X. He, D. Cai, and P. Niyogi, "Tensor subspace analysis, " in Proc. Adv. Neural Inf. Process. Syst. Conf., 2005, pp. 1-8.
-
(2005)
Proc. Adv. Neural Inf. Process. Syst. Conf.
, pp. 1-8
-
-
He, X.1
Cai, D.2
Niyogi, P.3
-
32
-
-
33749252404
-
Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition
-
Jan
-
D. Hu, G. Feng, and Z. Zhou, "Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition, " Pattern Recognit., vol. 40, no. 1, pp. 339-342, Jan. 2007.
-
(2007)
Pattern Recognit
, vol.40
, Issue.1
, pp. 339-342
-
-
Hu, D.1
Feng, G.2
Zhou, Z.3
-
33
-
-
79959579027
-
Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent
-
Jul
-
N. Guan, D. Tao, Z. Luo, and B. Yuan, "Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent, " IEEE Trans. Image Process., vol. 20, no. 7, pp. 2030-2048, Jul. 2011.
-
(2011)
IEEE Trans. Image Process
, vol.20
, Issue.7
, pp. 2030-2048
-
-
Guan, N.1
Tao, D.2
Luo, Z.3
Yuan, B.4
-
34
-
-
70350741199
-
One improvement to two-dimensional locality preserving projection method for use with face recognition
-
Dec
-
Y. Xu, G. Feng, and Y. Zhao, "One improvement to two-dimensional locality preserving projection method for use with face recognition, " Neurocomputing, vol. 73, nos. 1-3, pp. 245-249, Dec. 2009.
-
(2009)
Neurocomputing
, vol.73
, Issue.1-3
, pp. 245-249
-
-
Xu, Y.1
Feng, G.2
Zhao, Y.3
-
35
-
-
77953618667
-
Two-dimensional supervised local similarity and diversity projection
-
Oct
-
Q. Gao, H. Xu, Y. Li, and D. Xie, "Two-dimensional supervised local similarity and diversity projection, " Pattern recognit., vol. 43, no. 10, pp. 3359-3363, Oct. 2010.
-
(2010)
Pattern Recognit
, vol.43
, Issue.10
, pp. 3359-3363
-
-
Gao, Q.1
Xu, H.2
Li, Y.3
Xie, D.4
-
36
-
-
36348971721
-
Isometric projection
-
D. Cai, X. He, and J. Han, "Isometric projection, " in Proc. Assoc. Advancement Artif. Intell. Conf., 2007, pp. 528-533.
-
(2007)
Proc. Assoc. Advancement Artif. Intell. Conf.
, pp. 528-533
-
-
Cai, D.1
He, X.2
Han, J.3
-
37
-
-
33746329499
-
The fastest mixing markov process on a graph and a connection to a maximum variance unfolding problem
-
Nov
-
J. Sun, S. Boyd, L. Xiao, and P. Diaconis, "The fastest mixing markov process on a graph and a connection to a maximum variance unfolding problem, " SIAM Rev., vol. 48, no. 4, pp. 681-699, Nov. 2006.
-
(2006)
SIAM Rev
, vol.48
, Issue.4
, pp. 681-699
-
-
Sun, J.1
Boyd, S.2
Xiao, L.3
Diaconis, P.4
-
38
-
-
33750743381
-
An introduction to nonlinear dimensionality reduction by maximum variance unfolding
-
K.Q. Weinberger, and L.K. Saul, "An introduction to nonlinear dimensionality reduction by maximum variance unfolding, " in Proc. 21th Nat. Conf. Artif. Intell., 2006, pp. 1683-1686.
-
(2006)
Proc. 21th Nat. Conf. Artif. Intell.
, pp. 1683-1686
-
-
Weinberger, K.Q.1
Saul, L.K.2
-
39
-
-
80053449475
-
Cauchy graph embedding
-
D. Luo, C. Ding, F. Nie, and H. Huang, "Cauchy graph embedding, " in Proc. 28th Int. Conf. Mach. Learn., 2011, pp. 553-560.
-
(2011)
Proc. 28th Int. Conf. Mach. Learn.
, pp. 553-560
-
-
Luo, D.1
Ding, C.2
Nie, F.3
Huang, H.4
-
40
-
-
84861833031
-
Enhanced Fisher discriminant criterion for image recognition
-
Oct
-
Q. Gao, J. Liu, H. Zhang, J. Hou, and J. Yang, "Enhanced Fisher discriminant criterion for image recognition, " Pattern Recognit., vol. 45, no. 10, pp. 3717-3724, Oct. 2012.
-
(2012)
Pattern Recognit
, vol.45
, Issue.10
, pp. 3717-3724
-
-
Gao, Q.1
Liu, J.2
Zhang, H.3
Hou, J.4
Yang, J.5
-
41
-
-
24344503352
-
On the Euclidean distance of images
-
Aug
-
L. Wang, Y. Zhang, and J. Feng, "On the Euclidean distance of images, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 8, pp. 1334-1339, Aug. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.27
, Issue.8
, pp. 1334-1339
-
-
Wang, L.1
Zhang, Y.2
Feng, J.3
-
42
-
-
0348085402
-
-
Semester I, Analytic Geometry, V. Shokurov, Ed. Moscow, Russia: Mir Publishers
-
M. Postnikov, Lectures in Geometry, Semester I, Analytic Geometry, V. Shokurov, Ed. Moscow, Russia: Mir Publishers, 1982.
-
(1982)
Lectures in Geometry
-
-
Postnikov, M.1
-
43
-
-
84883420040
-
-
Franklin J.N.Matrix New York Theory.Ny Us a Dover 2000
-
J. N. Franklin, Matrix Theory. New York, NY, USA: Dover, 2000.
-
-
-
-
44
-
-
58149462501
-
Sequential row-column independent component analysis for face recognition
-
Jan
-
Q. Gao, L. Zhang, and D. Zhang, "Sequential row-column independent component analysis for face recognition, " Neurocomputing, vol. 72, nos. 4-6, pp. 1152-1159, Jan. 2009.
-
(2009)
Neurocomputing
, vol.72
, Issue.4-6
, pp. 1152-1159
-
-
Gao, Q.1
Zhang, L.2
Zhang, D.3
-
45
-
-
33746804077
-
Bidirectional PCA with assembled matrix distance metric for image recognition
-
Aug
-
W. Zuo, D. Zhang, and 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
-
46
-
-
84883353031
-
-
(2002). Face Database, Yale Univ., New Haven, CT, USA
-
Face Database, Yale Univ., New Haven, CT, USA (2002). [Online]. Available: http://cvc.yale.edu/projects/yalefaces/yalefaces.html
-
-
-
-
47
-
-
84883385324
-
-
(1998). The AR Face Database
-
The AR Face Database(1998). [Online]. Available: http://rvll.ecn.purdue. edu/ aleix/aleix-face-DB.html
-
-
-
-
48
-
-
4544292940
-
The CMU pose, illumination, and expression (PIE) database
-
May
-
T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination, and expression (PIE) database, " in Proc. IEEE Int. Conf. Autom. Face Gesture Recognit., May 2002, pp. 46-51.
-
(2002)
Proc. IEEE Int. Conf. Autom. Face Gesture Recognit.
, pp. 46-51
-
-
Sim, T.1
Baker, S.2
Bsat, M.3
-
49
-
-
0034290919
-
The FERET evaluation methodology for face-recognition algorithms
-
Oct
-
P. Phillips, H. Moon, S. Rizvi, and P. 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.1
Moon, H.2
Rizvi, S.3
Rauss, P.4
|