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Volumn 17, Issue 1, 2008, Pages 59-64

An efficient algorithm for Kernel two-dimensional principal component analysis

Author keywords

Eigenvalues decomposition; Feature extraction; K2DPCA; KPCA

Indexed keywords


EID: 36549013312     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-007-0111-0     Document Type: Article
Times cited : (28)

References (7)
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    • 0025236073 scopus 로고
    • Application of the Karhunen-loeve procedure for the characterization of human faces
    • 1
    • Kirby Y, Sirovich L (1990) Application of the Karhunen-loeve procedure for the characterization of human faces. IEEE Trans PAMI 12(1):103-108
    • (1990) IEEE Trans PAMI , vol.12 , pp. 103-108
    • Kirby, Y.1    Sirovich, L.2
  • 3
    • 0742268833 scopus 로고    scopus 로고
    • Two-dimensional PCA: A new approach to appearance based face representation and recognition
    • 1
    • Yang J, Zhang D, Frangi AF, Yang JY (2004) Two-dimensional PCA: a new approach to appearance based face representation and recognition. IEEE Trans PAMI 26(1):131-137
    • (2004) IEEE Trans PAMI , vol.26 , pp. 131-137
    • Yang, J.1    Zhang, D.2    Frangi, A.F.3    Yang, J.Y.4
  • 4
    • 0347243182 scopus 로고    scopus 로고
    • Non-linear component analysis as a kernel eigenvalue problem
    • Schölkopf B, Smola A, Muller KR (1998) Nonlinear component analysis as a kernel eigenvalue problem. Neural Comput 10:1299-1319
    • (1998) Neural Comput , vol.10 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.2    Muller, K.R.3
  • 5
    • 0006019710 scopus 로고    scopus 로고
    • An expectation-maximization approach to non-linear component analysis
    • Rosipal R, Girolami M, Trejo L, Cichocki A (2001) An expectation- maximization approach to nonlinear component analysis. Neural Comput 13:505-510
    • (2001) Neural Comput , vol.13 , pp. 505-510
    • Rosipal, R.1    Girolami, M.2    Trejo, L.3    Cichocki, A.4
  • 7
    • 23844545358 scopus 로고    scopus 로고
    • An improved algorithm for kernel principal component analysis
    • Zheng WM, Zou CR, Zhao L (2005) An improved algorithm for kernel principal component analysis. Neural Process Lett 22:49-56
    • (2005) Neural Process Lett , vol.22 , pp. 49-56
    • Zheng, W.M.1    Zou, C.R.2    Zhao, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.