The Use of Fourier Descriptors for the Classification and Analysis of Peripheral Blood Smears Image

Authors: Rimma Tomakova, Vitaliy Komkov, Evgeniy Emelianov, Maksim Tomakov

The article discusses the use of Fourier descriptors for the analysis and classification of blood cells. A model describing the contour boundaries in the form of two-dimensional numerical sequence Fourier descriptors. The influence of the shape and orientation of the figures on the parameters of the Fourier descriptors. Explore ways to ensure the invariance of the Fourier descriptors with respect to geometric transformations. A model of the graphical representation of the Fourier descriptors of computer graphics tools. A method of forming a space of informative features based on Fourier descriptors for the neural network, classifying the contours of borders image segments.


Journal: Applied Mathematics
DOI: 10.4236/am.2017.811114 (PDF)
Paper Id: 80369 (metadata)

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