• DocumentCode
    419544
  • Title

    Local Fisher embedding

  • Author

    De Ridder, Dick ; Loog, Marco ; Reinders, Marcel J T

  • Author_Institution
    Dept. of Electr. Eng. & Mech. Comput. Sci., Delft Univ. of Technol., Netherlands
  • Volume
    2
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    295
  • Abstract
    In recent work, several supervised spectral embedding procedures have been proposed. Although experimentally validated, the construction of these algorithms was rather ad hoc. This paper shows how supervised locally linear embedding can be seen as performing a local Fisher mapping. A new formulation, combining linear and Fisher embedding, is proposed and experimentally validated.
  • Keywords
    data visualisation; pattern recognition; local Fisher embedding; supervised locally linear embedding; supervised spectral embedding; Assembly; Biomedical imaging; Character generation; Data visualization; Feature extraction; Laplace equations; Least squares approximation; Linear discriminant analysis; Pattern recognition; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1334176
  • Filename
    1334176
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=419544