Monitoring of dynamic objects by observation systems of visible range of waves

The article deals with the problem of correct detection of moving objects when they are monitored by the monitoring system that operates in the visible range of the electromagnetic radiation spectrum. Based on the analysis of existing methods, for detection of moving objects there is proposed an alg...

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Main Authors:	Ivan Prudyus, Viktor Tkachenko, Leonid Lazko, Petro Kondratov, Sergiy Fabirovskyy, Andrii Hryvachevskyi
Format:	Article
Language:	English
Published:	Wojskowa Akademia Techniczna, Redakcja Wydawnictw WAT, ul. gen. S. Kaliskiego 2, 00-908 Warszawa 2018-06-01
Series:	Biuletyn Wojskowej Akademii Technicznej
Subjects:	video monitoring detection of moving objects detection of moving shadows background subtraction interframe difference
Online Access:	http://biuletynwat.pl/gicid/01.3001.0012.0951

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record_format	Article
spelling	doaj-7cd850cb27c84fe4947bd6c0cc0ba4282020-11-24T23:58:13ZengWojskowa Akademia Techniczna, Redakcja Wydawnictw WAT, ul. gen. S. Kaliskiego 2, 00-908 Warszawa Biuletyn Wojskowej Akademii Technicznej 1234-58652018-06-01672152610.5604/01.3001.0012.095101.3001.0012.0951Monitoring of dynamic objects by observation systems of visible range of wavesIvan Prudyus0Viktor Tkachenko1Leonid Lazko2Petro Kondratov3Sergiy Fabirovskyy4Andrii Hryvachevskyi5Lviv Polytechnic National University, Institute of Telecommunications, Radioelectronics and Electronic Engineering, Department of Radioelectronic Devices and Systems, 12 St. Bandery Str., Lviv, 79013 UkraineLviv Polytechnic National University, Scientific and Research Design Institute of Electronic Measuring and Computer Facilities, 12 St. Bandery Str., Lviv, 79013 UkraineLviv Polytechnic National University, Institute of Telecommunications, Radioelectronics and Electronic Engineering, Department of Radioelectronic Devices and Systems, 12 St. Bandery Str., Lviv, 79013 UkraineLviv Polytechnic National University, Scientific and Research Design Institute of Electronic Measuring and Computer Facilities, 12 St. Bandery Str., Lviv, 79013 UkraineLviv Polytechnic National University, Institute of Telecommunications, Radioelectronics and Electronic Engineering, Department of Radioelectronic Devices and Systems, 12 St. Bandery Str., Lviv, 79013 UkraineLviv Polytechnic National University, Institute of Telecommunications, Radioelectronics and Electronic Engineering, Department of Radioelectronic Devices and Systems, 12 St. Bandery Str., Lviv, 79013 UkraineThe article deals with the problem of correct detection of moving objects when they are monitored by the monitoring system that operates in the visible range of the electromagnetic radiation spectrum. Based on the analysis of existing methods, for detection of moving objects there is proposed an algorithm that is adaptive to destabilizing factors. This algorithm makes it possible to increase the accuracy of moving objects detection. The algorithm takes into account the presence of noise and its heterogeneity, both in space and time, and also removes the influence of moving shadows. The correctness of the algorithms described in this article is confirmed by their software implementation and modelling. In the process of modelling, the accuracy of object detection, proposed by the algorithm under different observation conditions, and the motion parameters of the objects were estimated. Keywords: video monitoring, detection of moving objects, detection of moving shadows, background subtraction, interframe difference http://biuletynwat.pl/gicid/01.3001.0012.0951video monitoringdetection of moving objectsdetection of moving shadowsbackground subtractioninterframe difference
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Ivan Prudyus Viktor Tkachenko Leonid Lazko Petro Kondratov Sergiy Fabirovskyy Andrii Hryvachevskyi
spellingShingle	Ivan Prudyus Viktor Tkachenko Leonid Lazko Petro Kondratov Sergiy Fabirovskyy Andrii Hryvachevskyi Monitoring of dynamic objects by observation systems of visible range of waves Biuletyn Wojskowej Akademii Technicznej video monitoring detection of moving objects detection of moving shadows background subtraction interframe difference
author_facet	Ivan Prudyus Viktor Tkachenko Leonid Lazko Petro Kondratov Sergiy Fabirovskyy Andrii Hryvachevskyi
author_sort	Ivan Prudyus
title	Monitoring of dynamic objects by observation systems of visible range of waves
title_short	Monitoring of dynamic objects by observation systems of visible range of waves
title_full	Monitoring of dynamic objects by observation systems of visible range of waves
title_fullStr	Monitoring of dynamic objects by observation systems of visible range of waves
title_full_unstemmed	Monitoring of dynamic objects by observation systems of visible range of waves
title_sort	monitoring of dynamic objects by observation systems of visible range of waves
publisher	Wojskowa Akademia Techniczna, Redakcja Wydawnictw WAT, ul. gen. S. Kaliskiego 2, 00-908 Warszawa
series	Biuletyn Wojskowej Akademii Technicznej
issn	1234-5865
publishDate	2018-06-01
description	The article deals with the problem of correct detection of moving objects when they are monitored by the monitoring system that operates in the visible range of the electromagnetic radiation spectrum. Based on the analysis of existing methods, for detection of moving objects there is proposed an algorithm that is adaptive to destabilizing factors. This algorithm makes it possible to increase the accuracy of moving objects detection. The algorithm takes into account the presence of noise and its heterogeneity, both in space and time, and also removes the influence of moving shadows. The correctness of the algorithms described in this article is confirmed by their software implementation and modelling. In the process of modelling, the accuracy of object detection, proposed by the algorithm under different observation conditions, and the motion parameters of the objects were estimated. Keywords: video monitoring, detection of moving objects, detection of moving shadows, background subtraction, interframe difference
topic	video monitoring detection of moving objects detection of moving shadows background subtraction interframe difference
url	http://biuletynwat.pl/gicid/01.3001.0012.0951
work_keys_str_mv	AT ivanprudyus monitoringofdynamicobjectsbyobservationsystemsofvisiblerangeofwaves AT viktortkachenko monitoringofdynamicobjectsbyobservationsystemsofvisiblerangeofwaves AT leonidlazko monitoringofdynamicobjectsbyobservationsystemsofvisiblerangeofwaves AT petrokondratov monitoringofdynamicobjectsbyobservationsystemsofvisiblerangeofwaves AT sergiyfabirovskyy monitoringofdynamicobjectsbyobservationsystemsofvisiblerangeofwaves AT andriihryvachevskyi monitoringofdynamicobjectsbyobservationsystemsofvisiblerangeofwaves
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Monitoring of dynamic objects by observation systems of visible range of waves

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