• DocumentCode
    699259
  • Title

    Application of Non-negative Matrix Factorization to fluorescence spectroscopy

  • Author

    Gobinet, Cyril ; Perrin, Eric ; Huez, Regis

  • Author_Institution
    Lab. d´Autom. et de Microelectron., Univ. de Reims Champagne-Ardenne, Reims, France
  • fYear
    2004
  • fDate
    6-10 Sept. 2004
  • Firstpage
    1095
  • Lastpage
    1098
  • Abstract
    This article deals with application of signal processing and chemometric techniques to fluorescence spectroscopy. Recorded spectra of pure components in this field are characterized by very large peaks and come from a mixture of pure elements. It may be quite difficult to reconstruct the pure components spectra because of their mutually statistically dependence. We have decided to analyse existing techniques to resolve this problem.
  • Keywords
    fluorescence spectroscopy; matrix decomposition; signal reconstruction; spectrochemical analysis; spectroscopy computing; chemometric technique; components spectra reconstruction; fluorescence spectroscopy; non-negative matrix factorization; pure element mixture; signal processing; Abstracts; Fluorescence;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2004 12th European
  • Conference_Location
    Vienna
  • Print_ISBN
    978-320-0001-65-7
  • Type

    conf

  • Filename
    7079789