Title :
Spatially resolved multimodal in vivo spectroscopy data fusion for discriminating precancerous states
Author :
Blondel, Walter ; Abdat, F. ; Amouroux, M. ; Guermeur, Y.
Author_Institution :
CRAN, Univ. de Lorraine, Vandoeuvre-lès-Nancy, France
fDate :
June 30 2014-July 4 2014
Abstract :
The current study deals with new perspectives to perform more efficient classification of mouse skin precancerous stages by exploiting the spatial resolution of multimodal spectro-scopic data in a decision fusion scheme based on belief functions.
Keywords :
biomedical optical imaging; feature extraction; image classification; image fusion; medical image processing; skin; data fusion; decision fusion scheme; in vivo spatial resolved multimodal spectroscopy; mouse skin precancerous stage classification; multimodal spectroscopic data; precancerous state discrimination; spatial resolution; Bridges; Optical reflection; Optical variables measurement; Stimulated emission; Support vector machine classification; auto-fluorescence; classification; data fusion; diffuse reflectance; optical spectroscopy; skin cancer; spatial resolution;
Conference_Titel :
Laser Optics, 2014 International Conference
Conference_Location :
Saint Petersburg
Print_ISBN :
978-1-4799-3884-1
DOI :
10.1109/LO.2014.6886456
