New Method of Visibility Network and Statistical Pattern Network Recognition Usage in Terrain Surfaces

Matej Babič , Miłosz Andrzej Huber , Elzbieta Bielecka , Metin Soycan , Wojciech Przegon , Ljubomir Gigović , Siniša Drobnjak , Dragoljub Sekulović , Ivan Pogarčić , George Miliaresis , Matjaž Mikoš , Marko Komac

Abstract

AbstractMany problems in the analysis of natural terrain surface shapes and the construction of terrain maps to model them remain unsolved. Almost the whole process of thematic interpretation of aerospace information consists of a step-by-step grouping and further data conversion for the purpose of creating a completely definite, problematically oriented picture of the earth’s surface. In this article, we present application of a new method of drawing 3D visibility networks for pattern recognition and its application on terrain surfaces. For the determination of complexity of 3D surface terrain, we use fractal geometry method. We use algorithm for constructing the visibility network to analyse the topological property of networks used in complex terrain surfaces. Terrain models give a fast overview of a landscape and are often fascinating and overwhelmingly beautiful works by artists who invest all their interest and an immense amount of work and know-how, combined with a developed sense of the portrayed landscape, in creating them. At the end, we present modelling of terrain surfaces with topological properties of the visibility network in 3D space.
Author Matej Babič
Matej Babič,,
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, Miłosz Andrzej Huber
Miłosz Andrzej Huber,,
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, Elzbieta Bielecka
Elzbieta Bielecka,,
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, Metin Soycan
Metin Soycan,,
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, Wojciech Przegon (FoEEaLS / DoAGCaP)
Wojciech Przegon,,
- Department of Agricultural Geodesy, Cadastre and Photogrammetry
, Ljubomir Gigović
Ljubomir Gigović,,
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, Siniša Drobnjak
Siniša Drobnjak,,
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, Dragoljub Sekulović
Dragoljub Sekulović,,
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, Ivan Pogarčić
Ivan Pogarčić,,
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, George Miliaresis
George Miliaresis,,
-
et al.`
Journal seriesMaterials and Geoenvironment, ISSN , e-ISSN 1854-7400, (0 pkt)
Issue year2019
Vol66
No1
Pages13-25
Publication size in sheets0.6
Keywords in EnglishNetwork theory, complex pattern recognition, terrain surface analysis, modelling
Keywords in original languageNetwork theory, complex pattern recognition, terrain surface analysis, modelling
DOIDOI:10.2478/rmzmag-2019-0006
URL https://content.sciendo.com/view/journals/rmzmag/ahead-of-print/article-10.2478-rmzmag-2019-0006.xml
Languageen angielski
LicenseJournal (articles only); author's original; Uznanie Autorstwa - Użycie Niekomercyjne - Bez utworów zależnych (CC-BY-NC-ND); after publication
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New Method of Visibility Network and Statistical Pattern Network Recognition Usage in Terrain Surfaces of 08-07-2019
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New Method of Visibility Network and Statistical Pattern Network Recognition Usage in Terrain Surfaces
Score (nominal)5
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