Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areas

An algorithm for searching for anthropogenic objects of air image on the basis of analysis of geometric parameters of the edges of homogeneous regions features is proposed. It is shown that the proposed algorithm makes it possible to reduce the errors of the first and second kind with respect to the...

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Main Authors: A. G. Shauchuk, V. Yu. Tsviatkou
Format: Article
Language:Russian
Published: Educational institution «Belarusian State University of Informatics and Radioelectronics» 2019-06-01
Series:Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki
Subjects:
Online Access:https://doklady.bsuir.by/jour/article/view/953
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author A. G. Shauchuk
V. Yu. Tsviatkou
author_facet A. G. Shauchuk
V. Yu. Tsviatkou
author_sort A. G. Shauchuk
collection DOAJ
description An algorithm for searching for anthropogenic objects of air image on the basis of analysis of geometric parameters of the edges of homogeneous regions features is proposed. It is shown that the proposed algorithm makes it possible to reduce the errors of the first and second kind with respect to the algorithm for searching for spatial anomalies due to taking into account the values of multi-segment form factors and the concentration of corners and end points of normalized in thickness edge of segments with uniform brightness with a decrease in speed.
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spelling doaj.art-9379aace8f3a41cfb3d996e38a89227d2023-03-13T07:33:18ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-06-01018490952Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areasA. G. Shauchuk0V. Yu. Tsviatkou1Belarusian state university of informatics and radioelectronicsBelarusian state university of informatics and radioelectronicsAn algorithm for searching for anthropogenic objects of air image on the basis of analysis of geometric parameters of the edges of homogeneous regions features is proposed. It is shown that the proposed algorithm makes it possible to reduce the errors of the first and second kind with respect to the algorithm for searching for spatial anomalies due to taking into account the values of multi-segment form factors and the concentration of corners and end points of normalized in thickness edge of segments with uniform brightness with a decrease in speed.https://doklady.bsuir.by/jour/article/view/953anthropogenic objectgeometric characteristicsair image
spellingShingle A. G. Shauchuk
V. Yu. Tsviatkou
Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areas
Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki
anthropogenic object
geometric characteristics
air image
title Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areas
title_full Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areas
title_fullStr Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areas
title_full_unstemmed Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areas
title_short Detection of anthropogenic objects of aero-images based on geometric parameters of the edge of homogeneous areas
title_sort detection of anthropogenic objects of aero images based on geometric parameters of the edge of homogeneous areas
topic anthropogenic object
geometric characteristics
air image
url https://doklady.bsuir.by/jour/article/view/953
work_keys_str_mv AT agshauchuk detectionofanthropogenicobjectsofaeroimagesbasedongeometricparametersoftheedgeofhomogeneousareas
AT vyutsviatkou detectionofanthropogenicobjectsofaeroimagesbasedongeometricparametersoftheedgeofhomogeneousareas