Analysis of signals, audio and video information

Method of structural synthesis and parametric identification of machine vision system

A. R. Iskhakov, R. F. Malikov

Bashkir State Pedagogical University n. a. M. Akmulla, Ufa, Russia

Abstract: The paper presents research materials on the development of mathematical models of machine vision systems using the theory of modified descriptive image algebras. The basic definitions of mathematical objects and operations over them, which are used in structural synthesis of models, are formulated. The general formulation of parametric identification of the machine vision system model is given. Mathematical models of machine vision systems for three tasks of measuring the area of objects of different nature are described. Recommendations on statistical estimation of values of variation parameters of the model at processing of set of images are given.

Keywords: machine vision system, mathematical model, modified descriptive image algebras, structural synthesis, parametric identification, area measurement.

DOI: 10.14357/20718594240409

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