-
1
-
-
0034144761
-
On the best rank-1 and rank-(R1, R2, RN) approximation of higher-order tensors
-
L. D. Lathauwer, B. D. Moor, and J. Vandewalle, "On the best rank-1 and rank-(R1, R2, RN) approximation of higher-order tensors, " SIAM J. Matrix Anal. Appl., vol. 21, no. 4, pp. 1324-1342, 2000.
-
(2000)
SIAM J. Matrix Anal. Appl.
, vol.21
, Issue.4
, pp. 1324-1342
-
-
Lathauwer, L.D.1
Moor, B.D.2
Vandewalle, J.3
-
2
-
-
0034851435
-
3D object recognition using shape similiarity- based aspect graph
-
Jul.
-
C. M. Cyr and B. B. Kimia, "3D object recognition using shape similiarity- based aspect graph, " in Proc. IEEE Conf. Comput. Vis., Jul. 2001, vol. 1, pp. 254-261.
-
(2001)
Proc. IEEE Conf. Comput. Vis.
, vol.1
, pp. 254-261
-
-
Cyr, C.M.1
Kimia, B.B.2
-
3
-
-
0037274255
-
A neural-network appearance-based 3-D object recognition using independent component analysis
-
Jan.
-
H. S. Sahambi and K. Khorasani, "A neural-network appearance-based 3-D object recognition using independent component analysis, " IEEE Trans. Neural Netw., vol. 14, no. 1, pp. 138-149, Jan. 2003.
-
(2003)
IEEE Trans. Neural Netw.
, vol.14
, Issue.1
, pp. 138-149
-
-
Sahambi, H.S.1
Khorasani, K.2
-
4
-
-
27844534088
-
A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition
-
Jan.
-
K. W. Bowyer, K. Chang, and P. Flynn, "A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition, " Comput. Vis. Image Understand., vol. 101, no. 1, pp. 1-15, Jan. 2006.
-
(2006)
Comput. Vis. Image Understand.
, vol.101
, Issue.1
, pp. 1-15
-
-
Bowyer, K.W.1
Chang, K.2
Flynn, P.3
-
5
-
-
39549083999
-
Learning to fuse 3D + 2D based face recognition at both feature and decision levels
-
Oct.
-
S. Z. Li, C. Zhao, M. Ao, and Z. Lei, "Learning to fuse 3D + 2D based face recognition at both feature and decision levels, " in Proc. IEEE Int. Workshop Anal. Model. Faces Gestures, Oct. 2005, pp. 43-53.
-
(2005)
Proc. IEEE Int. Workshop Anal. Model. Faces Gestures
, pp. 43-53
-
-
Li, S.Z.1
Zhao, C.2
Ao, M.3
Lei, Z.4
-
6
-
-
58649095928
-
Uncorrelated multilinear discriminant analysis with regularization and aggregation for tensor object recognition
-
Jan.
-
H. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "Uncorrelated multilinear discriminant analysis with regularization and aggregation for tensor object recognition, " IEEE Trans. Neural Netw., vol. 20, no. 1, pp. 103-123, Jan. 2009.
-
(2009)
IEEE Trans. Neural Netw.
, vol.20
, Issue.1
, pp. 103-123
-
-
Lu, H.1
Plataniotis, K.N.2
Venetsanopoulos, A.N.3
-
7
-
-
30044447599
-
Generalized low rank approximations of matrices
-
J. Ye, "Generalized low rank approximations of matrices, " Mach. Learn., vol. 61, no. 1-3, pp. 167-191, 2005.
-
(2005)
Mach. Learn.
, vol.61
, Issue.1-3
, pp. 167-191
-
-
Ye, J.1
-
8
-
-
12244299439
-
GPCA: An efficient dimension reduction scheme for image compression and retrieval
-
J. Ye, R. Janardan, and Q. Li, "GPCA: An efficient dimension reduction scheme for image compression and retrieval, " in Proc. 10th ACM SIGKDD Int. Conf. Knowl. Disc. Data Mining, 2004, pp. 354-363.
-
(2004)
Proc. 10th ACM SIGKDD Int. Conf. Knowl. Disc. Data Mining
, pp. 354-363
-
-
Ye, J.1
Janardan, R.2
Li, Q.3
-
9
-
-
38749143022
-
MPCA: Multilinear principal component analysis of tensor objects
-
Jan.
-
H. Lu, K. N. Plataniotis, and 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
-
-
0036650458
-
Visual recognition of continuous hand postures
-
Jul.
-
C. Nolker and H. Ritter, "Visual recognition of continuous hand postures, " IEEE Trans. Neural Netw., vol. 13, no. 4, pp. 983-994, Jul. 2002.
-
(2002)
IEEE Trans. Neural Netw.
, vol.13
, Issue.4
, pp. 983-994
-
-
Nolker, C.1
Ritter, H.2
-
11
-
-
84940691050
-
Mining large time-evolving data using matrix and tensor tools
-
C. Faloutsos, T. G. Kolda, and J. Sun, "Mining large time-evolving data using matrix and tensor tools, " in Int. Conf. Mach. Learn. Tutorial, 2007 [Online]. Available: http://www.cs.cmu.edu/~christos/TALKS/ ICML-07-tutorial/ICMLtutorial.pdf
-
(2007)
Int. Conf. Mach. Learn. Tutorial
-
-
Faloutsos, C.1
Kolda, T.G.2
Sun, J.3
-
12
-
-
33749583360
-
Beyond streams and graphs: Dynamic tensor analysis
-
Aug.
-
J. Sun, D. Tao, and C. Faloutsos, "Beyond streams and graphs: Dynamic tensor analysis, " in Proc. 12th ACM SIGKDD Int. Conf. Knowl. Disc. Data Mining, Aug. 2006, pp. 374-383.
-
(2006)
Proc. 12th ACM SIGKDD Int. Conf. Knowl. Disc. Data Mining
, pp. 374-383
-
-
Sun, J.1
Tao, D.2
Faloutsos, C.3
-
13
-
-
48349138074
-
Less is more: Sparse graph mining with compact matrix decomposition
-
Feb.
-
J. Sun, Y. Xie, H. Zhang, and C. Faloutsos, "Less is more: Sparse graph mining with compact matrix decomposition, " Statist. Anal. Data Mining, vol. 1, no. 1, pp. 6-22, Feb. 2008.
-
(2008)
Statist. Anal. Data Mining
, vol.1
, Issue.1
, pp. 6-22
-
-
Sun, J.1
Xie, Y.2
Zhang, H.3
Faloutsos, C.4
-
14
-
-
55149108152
-
Incremental tensor analysis: Theory and applications
-
Oct.
-
J. Sun, D. Tao, S. Papadimitriou, P. S. Yu, and C. Faloutsos, "Incremental tensor analysis: Theory and applications, " ACM Trans. Knowl. Disc. Data, vol. 2, no. 3, pp. 11:1-11:37, Oct. 2008.
-
(2008)
ACM Trans. Knowl. Disc. Data
, vol.2
, Issue.3
, pp. 111-1137
-
-
Sun, J.1
Tao, D.2
Papadimitriou, S.3
Yu, P.S.4
Faloutsos, C.5
-
15
-
-
17044364467
-
Face recognition in subspaces
-
S. Z. Li and A. K. Jain, Eds. New York: Springer-Verlag
-
G. Shakhnarovich and B. Moghaddam, "Face recognition in subspaces, " in Handbook of Face Recognition, S. Z. Li and A. K. Jain, Eds. New York: Springer-Verlag, 2004, pp. 141-168.
-
(2004)
Handbook of Face Recognition
, pp. 141-168
-
-
Shakhnarovich, G.1
Moghaddam, B.2
-
16
-
-
31544473466
-
Incremental nonlinear dimensionality reduction by manifold learning
-
Mar.
-
M. H. C. Law and A. K. Jain, "Incremental nonlinear dimensionality reduction by manifold learning, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 3, pp. 377-391, Mar. 2006.
-
(2006)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.28
, Issue.3
, pp. 377-391
-
-
Law, M.H.C.1
Jain, A.K.2
-
17
-
-
0742268833
-
Two-dimensional PCA: A new approach to appearance-based face representation and recognition
-
Jan.
-
J. Yang, D. Zhang, A. F. Frangi, and 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
-
18
-
-
55149087688
-
Reconstruction and recognition of tensor-based objects with concurrent subspaces analysis
-
Jan.
-
D. Xu, S. Yan, L. Zhang, S. Lin, H.-J. Zhang, and T. S. Huang, "Reconstruction and recognition of tensor-based objects with concurrent subspaces analysis, " IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 1, pp. 36-47, Jan. 2008.
-
(2008)
IEEE Trans. Circuits Syst. Video Technol.
, vol.18
, Issue.1
, pp. 36-47
-
-
Xu, D.1
Yan, S.2
Zhang, L.3
Lin, S.4
Zhang, H.-J.5
Huang, T.S.6
-
19
-
-
70449614665
-
A taxonomy of emerging multilinear discriminant analysis solutions for biometric signal recognition
-
N. Boulgouris, K. N. Plataniotis, and E. Micheli-Tzanakou, Eds New York: Wiley
-
H. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "A taxonomy of emerging multilinear discriminant analysis solutions for biometric signal recognition, " in Biometrics: Theory, Methods, and Applications, N. Boulgouris, K. N. Plataniotis, and E. Micheli-Tzanakou, Eds. New York: Wiley, 2009, ISBN: 978-0-470-24782-2.
-
(2009)
Biometrics: Theory, Methods, and Applications
-
-
Lu, H.1
Plataniotis, K.N.2
Venetsanopoulos, A.N.3
-
21
-
-
0026065565
-
Eigenfaces for recognition
-
M. Turk and A. Pentland, "Eigenfaces for recognition, " J. Cogn. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
-
(1991)
J. Cogn. Neurosci.
, vol.3
, Issue.1
, pp. 71-86
-
-
Turk, M.1
Pentland, A.2
-
22
-
-
0035683732
-
Linear image coding for regression and classification using the tensor-rank principle
-
A. Shashua and A. Levin, "Linear image coding for regression and classification using the tensor-rank principle, " in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2001, vol. I, pp. 42-49.
-
(2001)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, vol.1
, pp. 42-49
-
-
Shashua, A.1
Levin, A.2
-
23
-
-
36148990993
-
Supervised tensor learning
-
Jan.
-
D. Tao, X. Li, X. Wu, W. Hu, and 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
-
-
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
-
25
-
-
44649106875
-
Tensor rank one discriminant analysis - A convergent method for discriminative multilinear subspace selection
-
Jun.
-
D. Tao, X. Li, X.Wu, and S. J. Maybank, "Tensor rank one discriminant analysis-a convergent method for discriminative multilinear subspace selection, " Neurocomputing, vol. 71, no. 10-12, pp. 1866-1882, Jun. 2008.
-
(2008)
Neurocomputing
, vol.71
, Issue.10-12
, pp. 1866-1882
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
26
-
-
24644515968
-
Concurrent subspaces analysis
-
Jun.
-
D. Xu, S. Yan, L. Zhang, H.-J. Zhang, Z. Liu, and H.-Y. Shum, "Concurrent subspaces analysis, " in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2005, vol. II, pp. 203-208.
-
(2005)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, vol.2
, pp. 203-208
-
-
Xu, D.1
Yan, S.2
Zhang, L.3
Zhang, H.-J.4
Liu, Z.5
Shum, H.-Y.6
-
27
-
-
84880116864
-
2-dimensional singular value decomposition for 2D maps and images
-
C. Ding and J. Ye, "2-dimensional singular value decomposition for 2D maps and images, " in Proc. SIAM Int. Conf. Data Mining, 2005, pp. 24-34.
-
(2005)
Proc. SIAM Int. Conf. Data Mining
, pp. 24-34
-
-
Ding, C.1
Ye, J.2
-
28
-
-
33748336501
-
Feature reduction via generalized uncorrelated linear discriminant analysis
-
Oct.
-
J. Ye, R. Janardan, Q. Li, and H. Park, "Feature reduction via generalized uncorrelated linear discriminant analysis, " IEEE Trans. Knowl. Data Eng., vol. 18, no. 10, pp. 1312-1322, Oct. 2006.
-
(2006)
IEEE Trans. Knowl. Data Eng.
, vol.18
, Issue.10
, pp. 1312-1322
-
-
Ye, J.1
Janardan, R.2
Li, Q.3
Park, H.4
-
29
-
-
19744378361
-
Selecting discriminant eigenfaces for face recognition
-
J.Wang, K. N. Plataniotis, and A. N. Venetsanopoulos, "Selecting discriminant eigenfaces for face recognition, " Pattern Recognit. Lett., vol. 26, no. 10, pp. 1470-1482, 2005.
-
(2005)
Pattern Recognit. Lett.
, vol.26
, Issue.10
, pp. 1470-1482
-
-
Wang, J.1
Plataniotis, K.N.2
Venetsanopoulos, A.N.3
-
30
-
-
33744984847
-
On solving the face recognition problem with one training sample per subject
-
J. Wang, K. N. Plataniotis, J. Lu, and A. N. Venetsanopoulos, "On solving the face recognition problem with one training sample per subject, " Pattern Recognit., vol. 39, no. 9, pp. 1746-1762, 2006.
-
(2006)
Pattern Recognit.
, vol.39
, Issue.9
, pp. 1746-1762
-
-
Wang, J.1
Plataniotis, K.N.2
Lu, J.3
Venetsanopoulos, A.N.4
-
31
-
-
3042541904
-
Robust linear dimensionality reduction
-
Jul. -Aug.
-
Y. Koren and L. Carmel, "Robust linear dimensionality reduction, " IEEE Trans. Vis. Comput. Graphics, vol. 10, no. 4, pp. 459-470, Jul. -Aug. 2004.
-
(2004)
IEEE Trans. Vis. Comput. Graphics
, vol.10
, Issue.4
, pp. 459-470
-
-
Koren, Y.1
Carmel, L.2
-
32
-
-
77953060650
-
Linearly independent, orthogonal and uncorrelated variables
-
May
-
J. L. Rodgers, W. A. Nicewander, and L. Toothaker, "Linearly independent, orthogonal and uncorrelated variables, " Amer. Statistician, vol. 38, no. 2, pp. 133-134, May 1984.
-
(1984)
Amer. Statistician
, vol.38
, Issue.2
, pp. 133-134
-
-
Rodgers, J.L.1
Nicewander, W.A.2
Toothaker, L.3
-
34
-
-
33847716314
-
Multilinear discriminant analysis for face recognition
-
Jan.
-
S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, and H. Zhang, "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
Xu, D.2
Yang, Q.3
Zhang, L.4
Tang, X.5
Zhang, H.6
-
35
-
-
34147119092
-
Tensor discriminant analysis for view-based object recognition
-
Aug.
-
Y. Wang and S. Gong, "Tensor discriminant analysis for view-based object recognition, " in Proc. Int. Conf. Pattern Recognit., Aug. 2006, vol. 3, pp. 33-36.
-
(2006)
Proc. Int. Conf. Pattern Recognit.
, vol.3
, pp. 33-36
-
-
Wang, Y.1
Gong, S.2
-
36
-
-
33947639525
-
Elapsed time in human gait recognition: A new approach
-
Apr.
-
D. Tao, X. Li, X.Wu, and S. J. Maybank, "Elapsed time in human gait recognition: A new approach, " in Proc. IEEE Int. Conf. Acoust. Speech Signal Process., Apr. 2006, vol. 2, pp. 177-180.
-
(2006)
Proc. IEEE Int. Conf. Acoust. Speech Signal Process.
, vol.2
, pp. 177-180
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
37
-
-
4344611819
-
Introduction
-
S. Z. Li and A. K. Jain, Eds. New York: Springer-Verlag
-
S. Z. Li and A. K. Jain, "Introduction, " in Handbook of Face Recognition, S. Z. Li and A. K. Jain, Eds. New York: Springer-Verlag, 2004, pp. 1-11.
-
(2004)
Handbook of Face Recognition
, pp. 1-11
-
-
Li, S.Z.1
Jain, A.K.2
-
38
-
-
33947410829
-
Automatic recognition by gait
-
Nov.
-
M. S. Nixon and J. N. Carter, "Automatic recognition by gait, " Proc. IEEE, vol. 94, no. 11, pp. 2013-2024, Nov. 2006.
-
(2006)
Proc. IEEE
, vol.94
, Issue.11
, pp. 2013-2024
-
-
Nixon, M.S.1
Carter, J.N.2
-
40
-
-
0034290919
-
The FERET evaluation method for face recognition algorithms
-
Oct.
-
P. J. Phillips, H. Moon, S. A. Rizvi, and P. Rauss, "The FERET evaluation method 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.4
-
41
-
-
0031185845
-
Eigenfaces vs. fisherfaces: Recognition using class specific linear projection
-
Jul.
-
P. N. Belhumeur, J. P. Hespanha, and D. J. 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.N.1
Hespanha, J.P.2
Kriegman, D.J.3
|