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Industrial Automatic Control Systems and Controllers

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Modified Automatic Localization of Vehicles Based on the Mathematical Apparatus of Contour Analysis
V.S. Tormozov

The article proposes the current task of detecting and localizing vehicles on the sequence of digital images of the scene of the transport section of the road network (RN). The relevance is based on the possibility of using the developed solution to reduce the workload of the RN of cities, the implementation of a traffic jam information system, and algorithmic and software support for the intelligent transport system (ITS), which concerns the administration of many modern cities. Invention proposes modified algorithm of vehicle detection, peculiarity of which is clustering of deterministic descriptors of objects. The main stages of vehicle detection are considered. The results of studies showing the fundamental possibility of using the proposed method for the practical task of collecting data on traffic flows of the city are presented.
Keywords: object detection, object localization, contour analysis, digital image processing, machine vision, intelligent transport system.


DOI: 10.25791/asu.10.2020.1225

Pp. 25-30.

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