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Volumn 39, Issue 2, 2006, Pages 277-287

Solving the small sample size problem in face recognition using generalized discriminant analysis

Author keywords

Classification; Dimension reduction; Face recognition; Generalized singular value decomposition; Linear discriminant analysis

Indexed keywords

CLASSIFICATION; DIMENSION REDUCTION; GENERALIZED SINGULAR VALUE DECOMPOSITON; LINEAR DISCRIMINANT ANALYSIS;

EID: 27744565938     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2005.06.013     Document Type: Article
Times cited : (120)

References (20)
  • 4
    • 0016926423 scopus 로고
    • Generalizing the singular value decomposition
    • C.F. Van Loan Generalizing the singular value decomposition SIAM J. Numer. Anal. 13 1 1976 76 83
    • (1976) SIAM J. Numer. Anal. , vol.13 , Issue.1 , pp. 76-83
    • Van Loan, C.F.1
  • 5
    • 0001129014 scopus 로고
    • Towards a generalized singular value decomposition
    • C.C. Paige, and M.A. Saunders Towards a generalized singular value decomposition SIAM J. Numer. Anal. 18 3 1981 398 405
    • (1981) SIAM J. Numer. Anal. , vol.18 , Issue.3 , pp. 398-405
    • Paige, C.C.1    Saunders, M.A.2
  • 6
    • 0004236492 scopus 로고    scopus 로고
    • third ed. Johns Hopkins University Press Baltimore, MD
    • G.H. Golub, and C.F. Van Loan Matrix Computations third ed. 1996 Johns Hopkins University Press Baltimore, MD
    • (1996) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 7
    • 1342310014 scopus 로고    scopus 로고
    • Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition
    • P. Howland, M. Jeon, and H. Park Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition SIAM J. Matrix Anal. Appl. 25 1 2003 165 179
    • (2003) SIAM J. Matrix Anal. Appl. , vol.25 , Issue.1 , pp. 165-179
    • Howland, P.1    Jeon, M.2    Park, H.3
  • 9
    • 0030214923 scopus 로고    scopus 로고
    • Using discriminant eigenfeatures for image retrieval
    • D.L. Swets, and J. Weng Using discriminant eigenfeatures for image retrieval IEEE Trans. Pattern Anal. Mach. Intell. 18 8 1996 831 836
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell. , vol.18 , Issue.8 , pp. 831-836
    • Swets, D.L.1    Weng, J.2
  • 11
    • 0036487285 scopus 로고    scopus 로고
    • Why can LDA be performed in PCA transformed space?
    • J. Yang, and J-Y. Yang Why can LDA be performed in PCA transformed space? Pattern Recognition 36 2 2003 563 566
    • (2003) Pattern Recognition , vol.36 , Issue.2 , pp. 563-566
    • Yang, J.1    Yang, J.-Y.2
  • 15
    • 0036522825 scopus 로고    scopus 로고
    • Regularized discriminant analysis and its application to face recognition
    • D.-Q. Dai, and P.C. Yuen Regularized discriminant analysis and its application to face recognition Pattern Recognition 36 3 2003 845 847
    • (2003) Pattern Recognition , vol.36 , Issue.3 , pp. 845-847
    • Dai, D.-Q.1    Yuen, P.C.2
  • 16
    • 0004709472 scopus 로고    scopus 로고
    • Subspace linear discriminant analysis for face recognition
    • University of Maryland
    • W. Zhao, R. Chellappa, P.J. Phillips, Subspace linear discriminant analysis for face recognition, Technical Report CS-TR-4009, University of Maryland, 1999.
    • (1999) Technical Report , vol.CS-TR-4009
    • Zhao, W.1    Chellappa, R.2    Phillips, P.J.3
  • 17
    • 0001765951 scopus 로고    scopus 로고
    • A direct LDA algorithm for high-dimensional data - With application to face recognition
    • H. Yu, and J. Yang A direct LDA algorithm for high-dimensional data - with application to face recognition Pattern Recognition 34 2001 2067 2070
    • (2001) Pattern Recognition , vol.34 , pp. 2067-2070
    • Yu, H.1    Yang, J.2
  • 18
    • 4043176922 scopus 로고    scopus 로고
    • Lower dimensional representation of text data based on centroids and least squares
    • H. Park, M. Jeon, and J.B. Rosen Lower dimensional representation of text data based on centroids and least squares BIT Numer. Math. 42 2 2003 1 22
    • (2003) BIT Numer. Math. , vol.42 , Issue.2 , pp. 1-22
    • Park, H.1    Jeon, M.2    Rosen, J.B.3
  • 19
    • 3242707002 scopus 로고    scopus 로고
    • Generalizing discriminant analysis using the generalized singular value decomposition
    • P. Howland, and H. Park Generalizing discriminant analysis using the generalized singular value decomposition IEEE Trans. Pattern Anal. Mach. Intell. 26 8 2004 995 1006
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.8 , pp. 995-1006
    • Howland, P.1    Park, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.