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Using texture and fractal analysis for classification of cell nuclei from light scattering spectroscopic images

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3 Author(s)
Radu Dobrescu ; POLITEHNICA University of Bucharest, Romania ; Matei Dobrescu ; Loretta Ichim

The paper presents an original experimental optical LSS system which allows backscattering Mie diffusion spectra determination for biological samples. With the aim of evaluating viral infection effects, a software package performs fractal analysis of the spectra and texture analysis of the associated microscopic images. Finally a method for the classification of cell nuclei and the discrimination between virus infected and non-infected biological samples using a combined vector of the computed fractal and texture features is proposed.

Published in:

2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing

Date of Conference:

14-16 June 2010