-
1
-
-
0003922190
-
-
New York, NY, USA: Wiley
-
R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification. New York, NY, USA: Wiley, 2001.
-
(2001)
Pattern Classification
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
3
-
-
0029184173
-
Robust principal component analysis by selforganizing rules based on statistical physics approach
-
Jan.
-
L. Xu and A. L. Yuille, "Robust principal component analysis by selforganizing rules based on statistical physics approach," IEEE Trans. Neural Netw., vol. 6, no. 1, pp. 131-143, Jan. 1995.
-
(1995)
IEEE Trans. Neural Netw.
, vol.6
, Issue.1
, pp. 131-143
-
-
Xu, L.1
Yuille, A.L.2
-
4
-
-
33745179218
-
1 norm factorization in the presence of outliers and missing data by alternative convex programming
-
1467342, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005
-
Q. Ke and T. Kanade, "Robust L1 norm factorization in the presence of outliers and missing data by alternative convex programming," in Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit., 2005, pp. 739-746. (Pubitemid 43897268)
-
(2005)
Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005
, vol.I
, pp. 739-746
-
-
Ke, Q.1
Kanade, T.2
-
5
-
-
33749255817
-
R1-PCA: Rotational invariant L1- norm principal component analysis for robust subspace factorization
-
C. Ding, D. Zhou, X. He, and H. Zha, "R1-PCA: Rotational invariant L1- norm principal component analysis for robust subspace factorization," in Proc. Int. Conf. Mach. Learn., 2006, pp. 281-288.
-
(2006)
Proc. Int. Conf. Mach. Learn.
, pp. 281-288
-
-
Ding, C.1
Zhou, D.2
He, X.3
Zha, H.4
-
6
-
-
48049103479
-
Principal component analysis based on L1-norm maximization
-
Sep.
-
N. Kwak, "Principal component analysis based on L1-norm maximization," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 9, pp. 1672-1680, Sep. 2008.
-
(2008)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.30
, Issue.9
, pp. 1672-1680
-
-
Kwak, N.1
-
7
-
-
77954762644
-
L1-norm-based 2DPCA
-
Aug.
-
X. Li, Y. Pang, and Y. Yuan, "L1-norm-based 2DPCA," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 4, pp. 1170-1175, Aug. 2009.
-
(2009)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.40
, Issue.4
, pp. 1170-1175
-
-
Li, X.1
Pang, Y.2
Yuan, Y.3
-
8
-
-
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
-
9
-
-
76649139002
-
Robust tensor analysis with L1-norm
-
Feb.
-
Y. Pang, X. Li, and Y. Yuan, "Robust tensor analysis with L1-norm," IEEE Trans. Circuits Syst. Video Technol., vol. 20, no. 2, pp. 172-178, Feb. 2010.
-
(2010)
IEEE Trans. Circuits Syst. Video Technol.
, vol.20
, Issue.2
, pp. 172-178
-
-
Pang, Y.1
Li, X.2
Yuan, Y.3
-
10
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
R. A. Fisher, "The use of multiple measurements in taxonomic problems," Annu. Eugen., vol. 7, no. 2, pp. 179-188, 1936.
-
(1936)
Annu. Eugen.
, vol.7
, Issue.2
, pp. 179-188
-
-
Fisher, R.A.1
-
11
-
-
0035248924
-
PCA versus LDA
-
DOI 10.1109/34.908974
-
A. M. Martinez and A. C. Kak, "PCA versus LDA," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 2, pp. 228-233, Feb. 2001. (Pubitemid 32254716)
-
(2001)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.23
, Issue.2
, pp. 228-233
-
-
Martinez, A.M.1
Kak, A.C.2
-
12
-
-
0001565436
-
The utilization of multiple measurements in problems of biological classification
-
C. R. Rao, "The utilization of multiple measurements in problems of biological classification," J. Roy. Statist. Soc., Ser. B, vol. 10, no. 2, pp. 159-203, 1948.
-
(1948)
J. Roy. Statist. Soc., Ser. B
, vol.10
, Issue.2
, pp. 159-203
-
-
Rao, C.R.1
-
13
-
-
34047098010
-
Weighted piecewise LDA for solving the small sample size problem in face verification
-
DOI 10.1109/TNN.2006.885038
-
M. Kyperountas, A. Tefas, and I. Pitas, "Weighted piecewise LDA for solving the small sample size problem in face verification," IEEE Trans. Neural Netw., vol. 18, no. 2, pp. 506-519, Mar. 2007. (Pubitemid 46522572)
-
(2007)
IEEE Transactions on Neural Networks
, vol.18
, Issue.2
, pp. 506-519
-
-
Kyperountas, M.1
Tefas, A.2
Pitas, I.3
-
14
-
-
33746217741
-
Face recognition using recursive Fisher linear discriminant
-
Aug.
-
C. Xiang, X. A. Fan, and T. H. Lee, "Face recognition using recursive Fisher linear discriminant," IEEE Trans. Image Process., vol. 15, no. 8, pp. 2097-2105, Aug. 2008.
-
(2008)
IEEE Trans. Image Process.
, vol.15
, Issue.8
, pp. 2097-2105
-
-
Xiang, C.1
Fan, X.A.2
Lee, T.H.3
-
15
-
-
3242767684
-
An optimization criterion for generalized discriminant analysis on under-sampled problems
-
Aug.
-
J. Ye, R. Janardan, C. H. Park, and H. Park, "An optimization criterion for generalized discriminant analysis on under-sampled problems," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 8, pp. 982-994, Aug. 2004.
-
(2004)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.26
, Issue.8
, pp. 982-994
-
-
Ye, J.1
Janardan, R.2
Park, C.H.3
Park, H.4
-
16
-
-
21244494853
-
A two-stage linear discriminant analysis via QR-decomposition
-
DOI 10.1109/TPAMI.2005.110
-
J. Ye and Q. Li, "A two-stage linear discriminant analysis via QRdecomposition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 6, pp. 929-941, Jun. 2005. (Pubitemid 40889843)
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.6
, pp. 929-941
-
-
Ye, J.1
Li, Q.2
-
17
-
-
34249086815
-
Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis
-
M. Sugiyama, "Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis," J. Mach. Learn. Res., vol. 8, pp. 1027-1061, May 2007. (Pubitemid 46798409)
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 1027-1061
-
-
Sugiyama, M.1
-
18
-
-
15044358511
-
Face recognition using Laplacianfaces
-
DOI 10.1109/TPAMI.2005.55
-
X. He, S. Yan, Y. Hu, P. Niyogi, and H.-J. Zhang, "Face recognition using Laplacian faces," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 3, pp. 328-340, Mar. 2005. (Pubitemid 40377326)
-
(2005)
IEEE Transactions on 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
-
19
-
-
79958863844
-
Weighted maximum scatter difference based feature extraction and its application to face recognition
-
May
-
X. Li, S. Fei, and T. Zhang, "Weighted maximum scatter difference based feature extraction and its application to face recognition," Mach. Vis. Appl., vol. 22, no. 3, pp. 591-595, May 2011.
-
(2011)
Mach. Vis. Appl.
, vol.22
, Issue.3
, pp. 591-595
-
-
Li, X.1
Fei, S.2
Zhang, T.3
-
20
-
-
33144458972
-
Efficient and robust feature extraction by maximum margin criterion
-
DOI 10.1109/TNN.2005.860852
-
H. Li, T. Jiang, and K. Zhang,"Efficient and robust feature extraction by maximum margin criterion," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 157-165, Jan. 2006. (Pubitemid 43263948)
-
(2006)
IEEE Transactions on Neural Networks
, vol.17
, Issue.1
, pp. 157-165
-
-
Li, H.1
Jiang, T.2
Zhang, K.3
-
21
-
-
77955335661
-
Linear discriminant analysis using rotational invariant L1 norm
-
Aug.
-
X. Li, W. Hu, H. Wang, and Z. Zhang, "Linear discriminant analysis using rotational invariant L1 norm," Neurocomputing, vol. 73, nos. 13-15, pp. 2571-2579, Aug. 2010.
-
(2010)
Neurocomputing
, vol.73
, Issue.13-15
, pp. 2571-2579
-
-
Li, X.1
Hu, W.2
Wang, H.3
Zhang, Z.4
-
22
-
-
3042541904
-
Robust linear dimensionality reduction
-
Jul./Aug.
-
Y. Koren and L. Carmel, "Robust linear dimensionality reduction," IEEE Trans. Vis. Comput. Graph., vol. 10, no. 4, pp. 459-470, Jul./Aug. 2004.
-
(2004)
IEEE Trans. Vis. Comput. Graph.
, vol.10
, Issue.4
, pp. 459-470
-
-
Koren, Y.1
Carmel, L.2
-
24
-
-
0031185845
-
Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
-
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. (Pubitemid 127762263)
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.7
, pp. 711-720
-
-
Belhumeur, P.N.1
Hespanha, J.P.2
Kriegman, D.J.3
-
25
-
-
84881045247
-
Robust principal component analysis with non-greedy L1-norm maximization
-
F. Nie, H. Huang, C. Ding, D. Luo, and H. Wang, "Robust principal component analysis with non-greedy L1-norm maximization," in Proc. Int. Joint Conf. Artif. Intell., 2011, pp. 1433-1438.
-
(2011)
Proc. Int. Joint Conf. Artif. Intell.
, pp. 1433-1438
-
-
Nie, F.1
Huang, H.2
Ding, C.3
Luo, D.4
Wang, H.5
-
26
-
-
80052768748
-
Improve robustness of sparse PCA by L1-norm maximization
-
Jan.
-
D. Meng, Q. Zhao, and Z. Xu, "Improve robustness of sparse PCA by L1-norm maximization," Pattern Recognit., vol. 45, no. 1, pp. 487-497, Jan. 2012.
-
(2012)
Pattern Recognit.
, vol.45
, Issue.1
, pp. 487-497
-
-
Meng, D.1
Zhao, Q.2
Xu, Z.3
-
28
-
-
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 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
-
29
-
-
0028428774
-
A database for handwritten text recognition research
-
May
-
J. J. Hull, "A database for handwritten text recognition research," IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 5, pp. 550-554, May 1994.
-
(1994)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.16
, Issue.5
, pp. 550-554
-
-
Hull, J.J.1
-
30
-
-
0033352182
-
Automatic classification of single facial images
-
DOI 10.1109/34.817413
-
M. J. Lyons, J. Budynek, and S. Akamatsu, "Automatic classification of single facial images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 12, pp. 1357-1362, Dec. 1999. (Pubitemid 30568926)
-
(1999)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.21
, Issue.12
, pp. 1357-1362
-
-
Lyons, M.J.1
-
33
-
-
21844447839
-
Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems
-
Apr.
-
J. Ye, "Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems," J. Mach. Learn. Res., vol. 6, pp. 483-502, Apr. 2005.
-
(2005)
J. Mach. Learn. Res.
, vol.6
, pp. 483-502
-
-
Ye, J.1
-
34
-
-
0026065565
-
Eigenfaces for recognition
-
M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cognitive Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
-
(1991)
J. Cognitive Neurosci.
, vol.3
, Issue.1
, pp. 71-86
-
-
Turk, M.1
Pentland, A.2
-
35
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demšar, "Statistical comparisons of classifiers over multiple data sets," J. Mach. Learn. Res., vol. 7, pp. 1-30, Jan. 2006. (Pubitemid 43022939)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demsar, J.1
-
36
-
-
0031381525
-
Wrappers for feature subset selection
-
PII S000437029700043X
-
R. Kohavi and G. H. John, "Wrappers for feature subset selection," Artif. Intell., vol. 97, no. 1, pp. 273-324, 1997. (Pubitemid 127401107)
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
37
-
-
84863123297
-
Structured sparse principal component analysis
-
R. Jenatton, G. Obozinski, and F. Bach, "Structured sparse principal component analysis," in Proc. Int. Conf. Artif. Intell. Statist., 2010, pp. 1-8.
-
(2010)
Proc. Int. Conf. Artif. Intell. Statist.
, pp. 1-8
-
-
Jenatton, R.1
Obozinski, G.2
Bach, F.3
-
38
-
-
84863182964
-
L1-norm-based common spatial patterns
-
Mar.
-
H. Wang, Q. Tang, and W. Zheng, "L1-norm-based common spatial patterns," IEEE Trans. Biomed. Eng., vol. 59, no. 3, pp. 653-662, Mar. 2012.
-
(2012)
IEEE Trans. Biomed. Eng.
, vol.59
, Issue.3
, pp. 653-662
-
-
Wang, H.1
Tang, Q.2
Zheng, W.3
|