A stochastic algorithm for generating images by a two-dimensional Semi-Markov Model

被引：4

作者：

Dubinin, Dmitry ^{[1
]}

Geringer, Viktor ^{[2
]}

Kochegurov, Alexander ^{[1
]}

Reif, Konrad ^{[2
]}

机构：

[1] Tomsk State Univ Control Syst & Radioelect, Tomsk 634050, Russia

[2] Duale Hsch Baden Wurttemberg Ravensburg, Ravensburg, Germany

来源：

AT-AUTOMATISIERUNGSTECHNIK | 2014年 / 62卷 / 01期

关键词：

Simulation basis; stochastic computer simulation; stochastic fields; multi-stage processes; Markov renewal process;

D O I：

10.1515/auto-2014-1031

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This article outlines a stochastic algorithm for modelling stochastic intensity fields by a two-dimensional Markov renewal process. The selection of the alphabetical structure and grid characteristics based on the grid structure (one form of edge structure/morphology of the field) is determined manually by the operator in advance. The presented algorithm allows the generating of different types of grid structures with horizontal, vertical and diagonal elements in an 8-adjacency. The algorithm will provide an excellent basis for the designing, analysing, validating, and quality assurance of image processing systems.

引用

页码：57 / 64

页数：8