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Volumn 28, Issue 1, 2012, Pages 244-253

Enhanced semi-supervised local Fisher discriminant analysis for face recognition

Author keywords

Dimensionality reduction; Enhanced semi supervised local Fisher discriminant analysis; Face recognition; Semi supervised local Fisher discriminant analysis; Small sample size problem

Indexed keywords

DIMENSION REDUCTION; DIMENSIONALITY REDUCTION; EIGEN DECOMPOSITION; FACE DATABASE; FISHER DISCRIMINANT ANALYSIS; MANIFOLD LEARNING; OPTIMAL SOLUTIONS; OPTIMIZATION OBJECTIVE FUNCTION; SEMI-SUPERVISED; SEMI-SUPERVISED METHOD; SMALL SAMPLE SIZE PROBLEMS; SYNTHETIC DATA; UNLABELED SAMPLES;

EID: 80052812614     PISSN: 0167739X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.future.2010.11.005     Document Type: Article
Times cited : (50)

References (31)
  • 1
    • 0029356625 scopus 로고
    • Biologically motivated computationally intensive approaches to image pattern recognition
    • N. Petkov Biologically motivated computationally intensive approaches to image pattern recognition Future Generation Computer Systems ll 1995 451 465
    • (1995) Future Generation Computer Systems , vol.11 , pp. 451-465
    • Petkov, N.1
  • 3
    • 56549087811 scopus 로고    scopus 로고
    • Null space discriminant locality preserving projections for face recognition
    • L.P. Yang, W.G. Gong, X.H. Gu, W.H. Li, and Y.X. Liang Null space discriminant locality preserving projections for face recognition Neurocomputing 71 1618 2008 3644 3649
    • (2008) Neurocomputing , vol.71 , Issue.1618 , pp. 3644-3649
    • Yang, L.P.1    Gong, W.G.2    Gu, X.H.3    Li, W.H.4    Liang, Y.X.5
  • 4
    • 0032652234 scopus 로고    scopus 로고
    • Method of particles in visual clustering of multi-dimensional and large data sets
    • W. Dzwinel Method of particles in visual clustering of multi-dimensional and large data sets Future Generation Computer Systems 15 1999 365 379
    • (1999) Future Generation Computer Systems , vol.15 , pp. 365-379
    • Dzwinel, W.1
  • 6
    • 33947492041 scopus 로고    scopus 로고
    • Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics
    • DOI 10.1109/TPAMI.2007.1008, Special issue on Biometrics: Progress and Directions
    • J. Yang, D. Zhang, J.Y. Yang, and B. Niu Globally maximizing, locally minimizing: unsupervised discriminant projection with applications to face and palm biometrics IEEE Transactions on Pattern Analysis and Machine Intelligence 29 4 2007 650 664 (Pubitemid 46464405)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.4 , pp. 650-664
    • Yang, J.1    Zhang, D.2    Yang, J.-Y.3    Niu, B.4
  • 7
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S.T. Roweis, and L.K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 5500 2000 2323 2326 (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 8
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • J.B. Tenenbaum, V. de Silva, and J.C. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 5500 2000 2319 2323 (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 9
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • DOI 10.1162/089976603321780317
    • M. Belkin, and P. Niyogi Laplacian eigenmaps for dimensionality reduction and data representation Neural Computation 15 6 2003 1373 1396 (Pubitemid 37049796)
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 10
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimension reduction via local tangent space alignment
    • Zh.Y. Zhang, and H.Y. Zha Principal manifolds and nonlinear dimension reduction via local tangent space alignment SIAM Journal on Scientific Computing 26 1 2005 313 338
    • (2005) SIAM Journal on Scientific Computing , vol.26 , Issue.1 , pp. 313-338
    • Zhang, Zh.Y.1    Zha, H.Y.2
  • 12
    • 70349983096 scopus 로고    scopus 로고
    • Learning a locality discriminating projection for classification
    • J.N. Hu, W.H. Deng, J. Guo, and W.R. Xu Learning a locality discriminating projection for classification Knowledge-Based Systems 22 8 2009 562 568
    • (2009) Knowledge-Based Systems , vol.22 , Issue.8 , pp. 562-568
    • Hu, J.N.1    Deng, W.H.2    Guo, J.3    Xu, W.R.4
  • 13
    • 60349085626 scopus 로고    scopus 로고
    • Supervised locally linear embedding with probability-based distance for classification
    • L.X. Zhao, and Zh.Y. Zhang Supervised locally linear embedding with probability-based distance for classification Computers and Mathematics with Applications 57 6 2009 919 926
    • (2009) Computers and Mathematics with Applications , vol.57 , Issue.6 , pp. 919-926
    • Zhao, L.X.1    Zhang, Zh.Y.2
  • 14
    • 33144458972 scopus 로고    scopus 로고
    • 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 Transactions on Neural Networks 17 1 2006 157 165 (Pubitemid 43263948)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.1 , pp. 157-165
    • Li, H.1    Jiang, T.2    Zhang, K.3
  • 15
    • 44649132677 scopus 로고    scopus 로고
    • A unified framework for semi-supervised dimensionality reduction
    • Y.Q. Song, F.P. Nie, C.S. Zhang, and S.M. Xiang A unified framework for semi-supervised dimensionality reduction Pattern Recognition 41 9 2008 2789 2799
    • (2008) Pattern Recognition , vol.41 , Issue.9 , pp. 2789-2799
    • Song, Y.Q.1    Nie, F.P.2    Zhang, C.S.3    Xiang, S.M.4
  • 17
    • 68649111457 scopus 로고    scopus 로고
    • Spectral properties of the alignment matrices in manifold learning
    • H.Y. Zha, and Zh.Y. Zhang Spectral properties of the alignment matrices in manifold learning SIAM Review 51 3 2009 545 566
    • (2009) SIAM Review , vol.51 , Issue.3 , pp. 545-566
    • Zha, H.Y.1    Zhang, Zh.Y.2
  • 18
    • 44649132677 scopus 로고    scopus 로고
    • Aunified framework for semi-supervised dimensionality reduction
    • Y.Q. Song, F.P. Nie, C.S. Zhang, and S.M. Xiang Aunified framework for semi-supervised dimensionality reduction Pattern Recognition 41 2008 2789 2799
    • (2008) Pattern Recognition , vol.41 , pp. 2789-2799
    • Song, Y.Q.1    Nie, F.P.2    Zhang, C.S.3    Xiang, S.M.4
  • 19
    • 48649090541 scopus 로고    scopus 로고
    • Semi-supervised sub-manifold discriminant analysis
    • Y.Q. Song, F.P. Nie, and C.S. Zhang Semi-supervised sub-manifold discriminant analysis Pattern Recognition 29 2008 1806 1813
    • (2008) Pattern Recognition , vol.29 , pp. 1806-1813
    • Song, Y.Q.1    Nie, F.P.2    Zhang, C.S.3
  • 21
    • 77952423823 scopus 로고    scopus 로고
    • Semi-supervised local Fisher discriminant analysis for dimensionality reduction
    • M. Sugiyama, T. Id, S. Nakajima, and J. Sese Semi-supervised local Fisher discriminant analysis for dimensionality reduction Machine Learning 78 12 2010 35 61
    • (2010) Machine Learning , vol.78 , Issue.12 , pp. 35-61
    • Sugiyama, M.1    Id, T.2    Nakajima, S.3    Sese, J.4
  • 23
    • 34249086815 scopus 로고    scopus 로고
    • Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis
    • M. Sugiyama Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis Journal of Machine Learning Research 8 2007 1027 1061 (Pubitemid 46798409)
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 1027-1061
    • Sugiyama, M.1
  • 26
    • 0035400784 scopus 로고    scopus 로고
    • Face recognition based on the uncorrelated discriminant transformation
    • DOI 10.1016/S0031-3203(00)00084-4, PII S0031320300000844
    • Z. Jin, J.Y. Yang, Z.S. Hu, and Z. Lou Face recognition based on the uncorrelated discriminant tranformation Pattern Recognition 34 7 2001 1405 1416 (Pubitemid 32424906)
    • (2001) Pattern Recognition , vol.34 , Issue.7 , pp. 1405-1416
    • Jin, Z.1    Yang, J.-Y.2    Hu, Z.-S.3    Lou, Z.4
  • 27
    • 76249085662 scopus 로고    scopus 로고
    • Enhanced locality sensitive discriminant analysis for image recognition
    • J. Lu Enhanced locality sensitive discriminant analysis for image recognition Electronics Letters 46 3 2010 213 214
    • (2010) Electronics Letters , vol.46 , Issue.3 , pp. 213-214
    • Lu, J.1
  • 29
    • 80052814376 scopus 로고    scopus 로고
    • http://cvc.yale.edu/projects/yalefaces/.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.