DocumentCode
1922622
Title
Non-negative Matrix Factorization: A blind sources separation method to unmix fluorescence spectra
Author
Montcuquet, Anne-Sophie ; Hervé, Lionel ; Guyon, Laurent ; Dinten, Jean-Marc ; Mars, Jérôme I.
Author_Institution
CEA, MINATEC, Grenoble, France
fYear
2009
fDate
26-28 Aug. 2009
Firstpage
1
Lastpage
4
Abstract
Fluorescent imaging in diffusive media is an emerging modality for medical applications. Here, we use spectrally resolved measurements in order to separate several fluorescence sources. It is useful to filter parasite signal (such as the intrinsic biological tissues fluorescence, called autofluorescence) or enable the multiplexing of several fluorophores. A spectroscopic approach, based on the Non-negative Matrix Factorization (NMF) method, is explored to unmix overlapping spectra and thus isolate the specific fluorescence signals. This blind source separation method treats specific fluorescences (due to the various fluorophores) as different sources to separate; it only needs initial spectra, updated over iterations thanks to the classical gradient descent method. Fluorescence contributions of Alexa750 and ICG have been satisfactorily isolated on experimental data.
Keywords
blind source separation; fluorescence spectroscopy; gradient methods; matrix decomposition; blind sources separation method; diffusive media; fluorescence signals; fluorescence spectra; fluorescent imaging; gradient descent method; nonnegative matrix factorization method; Animals; Blind source separation; Cost function; Filters; Fluorescence; Optical imaging; Principal component analysis; Signal processing algorithms; Signal resolution; Spectroscopy; Fluorescence spectroscopy; Multiplexing; Signal processing; Spectral unmixing;
fLanguage
English
Publisher
ieee
Conference_Titel
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009. WHISPERS '09. First Workshop on
Conference_Location
Grenoble
Print_ISBN
978-1-4244-4686-5
Electronic_ISBN
978-1-4244-4687-2
Type
conf
DOI
10.1109/WHISPERS.2009.5289009
Filename
5289009
Link To Document