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
Link To Document