Design principles and architecture of the system "processing and analysis of images and video streams

Abstract

© Published under licence by IOP Publishing Ltd. In this paper, we present design principles and architecture of the system "Processing and analysis of images and video streams". It contains test examples of images and techniques for their processing based on some classical and modern grid methods. Note that our DSS is open in the sense that it contains modules for creating user databases and the reports base "Algorithms performance quality", as well as for adding a new grid method or a new application module in the DSS. The logic of the actions of these modules is presented in the diagrams of UML. Application modules demonstrate the use of methods for processing and analyzing images and video streams by industry, for example, analyzing the surface quality of a porous material, monitoring the level of liquid in a container, etc. This approach ensures the close connection of the DSS with modern scientific achievements. This is the realization of principles of learning, versatility, and scientific approach.