CREATION OF IMAGE MODELS FOR EVOLVING OBJECTS  ON DYNAMICALLY CHANGING SCENES

Yury Ipatov; Alexandr Krevetsky; Yury Andrianov; Boris Sokolov

doi:10.5937/jaes15-14252

Yury Ipatov Volga State University of Technology
Alexandr Krevetsky Volga State University of Technology
Yury Andrianov Volga State University of Technology
Boris Sokolov Saint Petersburg Institute of Informatics and Automation, Russian Academy of Sciences (SPIIRAS)

DOI: https://doi.org/10.5937/jaes15-14252

Keywords: segmentation algorithm, dynamically changing scene, colorimetric space, nonuniform background, model of the convex hull, approximation of the ellipsoid,

Abstract

An overview of the theoretical approaches to the formation of models images by key features. Dynamically changing scene images with selected objects of interest and background is reviewed. The statistical characteristics of this class of images are explored. Model convex hulls sampling distributions background / object in different colorimetric spaces were obtained. Synthesized model ellipsoids based on them using optimization methods give a good score for approximate calculation. Identified areas for further research and the use of the current results.