Industrial Automatic Control Systems and Controllers Annotation << Back Development and Research of an Algorithm for Determining the Belonging of Localized Objects to Directed Traffic Flows According to Ultra-high Resolution Satellite Imagery Data V.S. Tormozov The method of acceleration of an algorithm of detecting of vehicles in satellite pictures is offered. Approach is based on application of the procedure of filtration of hypotheses after selective search in certain parameters. Thanks to it, the quantity of the hypotheses processed by an algorithm of recognition is reduced and there is an acceleration of work of an algorithm of detecting. Keywords: vehicles; street road network; digital image processing; machine learning; traffic flow; detection; satellite images. DOI: 10.25791/asu.3.2021.1269 Pp. 52-55.