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Volumn 50, Issue , 2014, Pages 33-46

Supervised orthogonal discriminant subspace projects learning for face recognition

Author keywords

Dimensionality reduction; Face recognition; Maximum margin criterion; Orthogonal constraint; Small sample size

Indexed keywords

ALGORITHMS; MATRIX ALGEBRA;

EID: 84887745017     PISSN: 08936080     EISSN: 18792782     Source Type: Journal    
DOI: 10.1016/j.neunet.2013.10.006     Document Type: Article
Times cited : (13)

References (37)
  • 2
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • Belkin M., Niyogi P. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation 2003, 15(6):1373-1396.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 6
    • 24644496298 scopus 로고    scopus 로고
    • Local discriminant embedding and its variants
    • In IEEE conference on computer vision and pattern recognition, 2005, CVPR'05, Number 2. June.
    • Chen H.-T., Chang H.-W., Liu T.-L. (2005). Local discriminant embedding and its variants. In IEEE conference on computer vision and pattern recognition, 2005, CVPR'05, Number 2 (pp. 846-853). June.
    • (2005) , pp. 846-853
    • Chen, H.-T.1    Chang, H.-W.2    Liu, T.-L.3
  • 7
    • 84873930159 scopus 로고    scopus 로고
    • Discriminant subspace learning constrained by locally statistical uncorrelation for face recognition
    • Chen Yu, Zheng Wei-Shi, Xu Xiao-Hong, Lai Jian-Huang Discriminant subspace learning constrained by locally statistical uncorrelation for face recognition. Neural Networks 2013, 42:28-43.
    • (2013) Neural Networks , vol.42 , pp. 28-43
    • Chen, Y.1    Zheng, W.-S.2    Xu, X.-H.3    Lai, J.-H.4
  • 9
    • 33745881038 scopus 로고    scopus 로고
    • Neighborhood preserving embedding. In IEEE international conference on computer vision, 2005, ICCV2005
    • He, X.F., Cai, D., Yan, S.C., & Zhang, H.J. (2005). Neighborhood preserving embedding. In IEEE international conference on computer vision, 2005, ICCV2005 (pp. 1208-1213).
    • (2005) , pp. 1208-1213
    • He, X.F.1    Cai, D.2    Yan, S.C.3    Zhang, H.J.4
  • 13
    • 84863036365 scopus 로고    scopus 로고
    • Face recognition based on local uncorrelated and weighted global uncorrelated discriminant transforms
    • In 18th IEEE international conference on image processing, ICIP'2011
    • Jing X.Y., Li S., David Z., & Yang J. (2011). Face recognition based on local uncorrelated and weighted global uncorrelated discriminant transforms. In 18th IEEE international conference on image processing, ICIP'2011 (pp. 3049-3052).
    • (2011) , pp. 3049-3052
    • Jing, X.Y.1    Li, S.2    David, Z.3    Yang, J.4
  • 14
    • 15044364586 scopus 로고    scopus 로고
    • Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image
    • Kim Tae-Kyun, Kittler Josef Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image. IEEE Transactions on Pattern Analysis and Machine Intelligence 2005, 27(3):318-327.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.3 , pp. 318-327
    • Kim, T.-K.1    Kittler, J.2
  • 15
    • 33947511701 scopus 로고    scopus 로고
    • Supervised locally linear embedding algorithm for pattern recognition
    • Kouropteva O., Okun O., Pietikainen M. Supervised locally linear embedding algorithm for pattern recognition. Lecture notes in computer science 2003, Vol. 2652:386-394.
    • (2003) Lecture notes in computer science , vol.2652 , pp. 386-394
    • Kouropteva, O.1    Okun, O.2    Pietikainen, M.3
  • 16
    • 33144458972 scopus 로고    scopus 로고
    • Efficient and robust feature extraction by maximum margin criterion
    • Li H., Jiang T., Zhang K. Efficient and robust feature extraction by maximum margin criterion. IEEE Transactions on Neural Networks 2006, 17(1):157-165.
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.1 , pp. 157-165
    • Li, H.1    Jiang, T.2    Zhang, K.3
  • 19
    • 77953616982 scopus 로고    scopus 로고
    • Face recognition using discriminant locality preserving projections based on maximum margin criterion
    • Lu Gui-Fu, Lin Zhong, Jin Zhong Face recognition using discriminant locality preserving projections based on maximum margin criterion. Pattern Recognition 2010, 43(10):3572-3579.
    • (2010) Pattern Recognition , vol.43 , Issue.10 , pp. 3572-3579
    • Lu, G.-F.1    Lin, Z.2    Jin, Z.3
  • 20
    • 80955134088 scopus 로고    scopus 로고
    • Regularized locality preserving discriminant embedding for face recognition
    • Pang Y.H., Andrew Beng J.T., Abas F.S. Regularized locality preserving discriminant embedding for face recognition. Neurocomputing 2012, 77(1):156-166.
    • (2012) Neurocomputing , vol.77 , Issue.1 , pp. 156-166
    • Pang, Y.H.1    Andrew Beng, J.T.2    Abas, F.S.3
  • 21
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Roweis Sam T., Saul Lawrence K. Nonlinear dimensionality reduction by locally linear embedding. Science 2000, 290(5500):2323-2326.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 22
    • 34249086815 scopus 로고    scopus 로고
    • Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis
    • Sugiyama M. Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis. Journal of Machine Learning Research 2007, 8:1027-1061.
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 1027-1061
    • Sugiyama, M.1
  • 24
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Tenenbaum Joshua B., de Silva Vin, Langford John C. A global geometric framework for nonlinear dimensionality reduction. Science 2000, 290(5500):2319-2323.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    de Silva, V.2    Langford, J.C.3
  • 26
    • 77951205392 scopus 로고    scopus 로고
    • Incremental two-dimensional linear discriminant analysis with applications to face recognition
    • Wang J.G., Sung E., Yau W.Y. Incremental two-dimensional linear discriminant analysis with applications to face recognition. Neurocomputing 2010, 33(3):314-322.
    • (2010) Neurocomputing , vol.33 , Issue.3 , pp. 314-322
    • Wang, J.G.1    Sung, E.2    Yau, W.Y.3
  • 27
    • 70450208915 scopus 로고    scopus 로고
    • Manifold discriminant analysis
    • In IEEE conference on computer vision and pattern recognition, 2009, CVPR 2009. June.
    • Wang R., & Chen X. (2009). Manifold discriminant analysis. In IEEE conference on computer vision and pattern recognition, 2009, CVPR 2009 (pp. 429-436). June.
    • (2009) , pp. 429-436
    • Wang, R.1    Chen, X.2
  • 28
    • 77952541078 scopus 로고    scopus 로고
    • An efficient method for computing orthogonal discriminant vectors
    • Wang J., Xu Y., Zhang D., You J. An efficient method for computing orthogonal discriminant vectors. Neurocomputing 2010, 73(10-12):2168-2176.
    • (2010) Neurocomputing , vol.73 , Issue.10-12 , pp. 2168-2176
    • Wang, J.1    Xu, Y.2    Zhang, D.3    You, J.4
  • 29
    • 80052741081 scopus 로고    scopus 로고
    • Supervised optimal locality preserving projection
    • Wong W.K., Zhao H.T. Supervised optimal locality preserving projection. Pattern Recognition 2012, 45(1):186-197.
    • (2012) Pattern Recognition , vol.45 , Issue.1 , pp. 186-197
    • Wong, W.K.1    Zhao, H.T.2
  • 31
    • 21844447839 scopus 로고    scopus 로고
    • Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems
    • Ye Jieping Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems. Journal of Machine Learning Research 2006, 6(1):483-502.
    • (2006) Journal of Machine Learning Research , vol.6 , Issue.1 , pp. 483-502
    • Ye, J.1
  • 32
    • 77049116966 scopus 로고    scopus 로고
    • Graph-optimized locality preserving projections
    • Zhang Limei, Qiao Lishan, Chen Songcan Graph-optimized locality preserving projections. Pattern Recognition 2010, 43(5):1993-2002.
    • (2010) Pattern Recognition , vol.43 , Issue.5 , pp. 1993-2002
    • Zhang, L.1    Qiao, L.2    Chen, S.3
  • 33
    • 0032296360 scopus 로고    scopus 로고
    • Empirical performance analysis of linear discriminant classifiers. In Computer vision and pattern recognition, 1998, CVPR'98. June.
    • Zhao, W., Chellappa, R., & Nandhakumar, N. (1998). Empirical performance analysis of linear discriminant classifiers. In Computer vision and pattern recognition, 1998, CVPR'98 (pp. 164-169). June.
    • (1998) , pp. 164-169
    • Zhao, W.1    Chellappa, R.2    Nandhakumar, N.3
  • 35
    • 33747744133 scopus 로고    scopus 로고
    • Local structure based supervised feature extraction
    • Zhao H.T., Sun S.Y., Jing Z.L., Yang J.Y. Local structure based supervised feature extraction. Pattern Recognition 2006, 39(8):1546-1550.
    • (2006) Pattern Recognition , vol.39 , Issue.8 , pp. 1546-1550
    • Zhao, H.T.1    Sun, S.Y.2    Jing, Z.L.3    Yang, J.Y.4
  • 36
    • 70350422611 scopus 로고    scopus 로고
    • Locality preserving Fisher discriminant analysis for face recognition
    • Emerging intelligent computing technology and applications
    • Zhao Xu, Tian Xiaoyan Locality preserving Fisher discriminant analysis for face recognition. Lecture notes in computer science 2009, Vol. 5754:261-269.
    • (2009) Lecture notes in computer science , vol.5754 , pp. 261-269
    • Zhao, X.1    Tian, X.2
  • 37
    • 26844439180 scopus 로고    scopus 로고
    • Ga-Fisher: a new LDA-based face recognition algorithm with selection of principal components
    • Zheng W.S., Lai J.H., Yuen P.C. Ga-Fisher: a new LDA-based face recognition algorithm with selection of principal components. IEEE Transactions on Systems, Man, and Cybernetics, Part B 2005, 35(5):1065-1078.
    • (2005) IEEE Transactions on Systems, Man, and Cybernetics, Part B , vol.35 , Issue.5 , pp. 1065-1078
    • Zheng, W.S.1    Lai, J.H.2    Yuen, P.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.