TITLE:
The Use of Fourier Descriptors for the Classification and Analysis of Peripheral Blood Smears Image
AUTHORS:
Rimma Tomakova, Vitaliy Komkov, Evgeniy Emelianov, Maksim Tomakov
KEYWORDS:
Fourier Descriptors, Image Processing, Analysis of the Spectrum Boundaries, Space of Informative Signs, Recognition, Classification of Objects
JOURNAL NAME:
Applied Mathematics,
Vol.8 No.11,
November
17,
2017
ABSTRACT: 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.