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Volumn 6, Issue 1, 2003, Pages 47-54

A generalised K-L expansion method which can deal with small sample size and high-dimensional problems

Author keywords

Face recognition; Feature extraction; High dimensional problem; K L expansion; Principal Component Analysis; Small sample size problem

Indexed keywords


EID: 0038472104     PISSN: 14337541     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10044-002-0177-3     Document Type: Article
Times cited : (43)

References (18)
  • 4
    • 0036132482 scopus 로고    scopus 로고
    • Generalized K-L transformed based combined feature extraction
    • Yang J, Yang J-Y (2002) Generalized K-L transformed based combined feature extraction. Pattern Recognition 35(1):295-297
    • (2002) Pattern Recognition , vol.35 , Issue.1 , pp. 295-297
    • Yang, J.1    Yang, J.-Y.2
  • 5
    • 0036604867 scopus 로고    scopus 로고
    • High-order Fisher's discriminant analysis
    • Sierra A (2002) High-order Fisher's discriminant analysis. Pattern Recognition 35(6):1291-1302
    • (2002) Pattern Recognition , vol.35 , Issue.6 , pp. 1291-1302
    • Sierra, A.1
  • 6
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs Fisherfaces: Recognition using class specific linear projection
    • Belhumeur PN et al. (1997) Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection. IEEE Trans Pattern Anal Machine Intell 19(7):711-720
    • (1997) IEEE Trans Pattern Anal Machine Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1
  • 7
    • 0033882353 scopus 로고    scopus 로고
    • Robust coding schemes for indexing and retrieval from large face databases
    • Liu CL, Wechsler H. (2000) Robust coding schemes for indexing and retrieval from large face databases. IEEE Trans. Image Processing 9(1):132-137
    • (2000) IEEE Trans. Image Processing , vol.9 , Issue.1 , pp. 132-137
    • Liu, C.L.1    Wechsler, H.2
  • 8
    • 0030214923 scopus 로고    scopus 로고
    • Using discriminant eigenfeatures for image retrieval
    • Swets DL, Weng J. (1996) Using discriminant eigenfeatures for image retrieval. IEEE Trans Pattern Anal Machine Intell 18(8):831-836
    • (1996) IEEE Trans Pattern Anal Machine Intell , vol.18 , Issue.8 , pp. 831-836
    • Swets, D.L.1    Weng, J.2
  • 10
    • 0025792756 scopus 로고
    • Optimal discriminant plane for a small number of samples and design method of classifier on the plane
    • Hong Z-Q, Yang J-Y et al. (1991) Optimal discriminant plane for a small number of samples and design method of classifier on the plane. Pattern Recognition 24(4):317-324
    • (1991) Pattern Recognition , vol.24 , Issue.4 , pp. 317-324
    • Hong, Z.-Q.1    Yang, J.-Y.2
  • 12
    • 0035532425 scopus 로고    scopus 로고
    • Feature extraction method based on the generalized Fisher discriminant criterion and face recognition
    • Guo YF, Shu TT, Yang J-Y et al. (2001) Feature extraction method based on the generalized Fisher discriminant criterion and face recognition. Pattern Analysis & Application 4(1):61-66
    • (2001) Pattern Analysis & Application , vol.4 , Issue.1 , pp. 61-66
    • Guo, Y.F.1    Shu, T.T.2    Yang, J.-Y.3
  • 13
    • 0038416625 scopus 로고    scopus 로고
    • A new algorithm for calculating Fisher optimal discriminant vectors and face recognition
    • in Chinese
    • Guo YF, Huang XW, Yang J-Y (1999) A new algorithm for calculating Fisher optimal discriminant vectors and face recognition. Chinese Journal of Image and Graphics 4(2):95-98 (in Chinese)
    • (1999) Chinese Journal of Image and Graphics , vol.4 , Issue.2 , pp. 95-98
    • Guo, Y.F.1    Huang, X.W.2    Yang, J.-Y.3
  • 14
    • 0034300875 scopus 로고    scopus 로고
    • A new LDA-based face recognition system which can solve the small sample size problem
    • Chen L-F, Liao H-Y M, Ko M-T et al. (2000) A new LDA-based face recognition system which can solve the small sample size problem. Pattern Recognition 33(10):1713-1726
    • (2000) Pattern Recognition , vol.33 , Issue.10 , pp. 1713-1726
    • Chen, L.-F.1    Liao, H.-Y.M.2    Ko, M.-T.3
  • 15
    • 0001765951 scopus 로고    scopus 로고
    • A direct LDA algorithm for high-dimensional data - With application to face recognition
    • Yu H, Yang J (2001) A direct LDA algorithm for high-dimensional data - with application to face recognition. Pattern Recognition 34(10):2067-2070
    • (2001) Pattern Recognition , vol.34 , Issue.10 , pp. 2067-2070
    • Yu, H.1    Yang, J.2
  • 16
    • 0035518757 scopus 로고    scopus 로고
    • A feature extraction approach using optimal discriminant transform and image recognition
    • in Chinese
    • Yang J, Yang J-Y, Jin Z (2001) A feature extraction approach using optimal discriminant transform and image recognition. Journal Computer Research and Development 38(11):1331-1336 (in Chinese)
    • (2001) Journal Computer Research and Development , vol.38 , Issue.11 , pp. 1331-1336
    • Yang, J.1    Yang, J.-Y.2    Jin, Z.3
  • 17
    • 0032210114 scopus 로고    scopus 로고
    • Speeding up Chinese character recognition in an automatic document reading system
    • Tseng YH, Kuo CC, Lee HJ (1998) Speeding up Chinese character recognition in an automatic document reading system. Pattern Recognition 31(11):1601-1612
    • (1998) Pattern Recognition , vol.31 , Issue.11 , pp. 1601-1612
    • Tseng, Y.H.1    Kuo, C.C.2    Lee, H.J.3
  • 18
    • 0001666851 scopus 로고
    • Efficient higher-order neural networks for classification and function approximation
    • Ghosh J, Shin Y (1992) Efficient higher-order neural networks for classification and function approximation, International Journal Neural Systems 3(4):323-350
    • (1992) International Journal Neural Systems , vol.3 , Issue.4 , pp. 323-350
    • Ghosh, J.1    Shin, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.