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

• 作者: Evgeniy Emelianov Maksim Tomakov Rimma Tomakova Vitaliy Komkov
• 来源期刊: 应用数学(英文)
• 学科: 医学
• 关键词: Fourier DESCRIPTORS IMAGE Processing ANALYSIS of the Spectrum Boundaries Space of INFORMATIVE SIGNS Recognition CLASSIFICATION of Objects
• 年，卷（期）: 2017,（11）
• 页码范围: 1563-1571
• 页数: 9页
• 分类号: R73

摘要

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.