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Avtomatika i Telemekhanika, 2023, Issue 7, Pages 93–120
DOI: https://doi.org/10.31857/S0005231023070061
(Mi at16189)
 

Intellectual Control Systems, Data Analysis

Method for unmanned vehicles automatic positioning based on signal radially symmetric markers recognition of underwater targets

R. M. Shakirzyanova, M. P. Shleymovicha, S. V. Novikovaba

a Tupolev National Research Technical University, Kazan, Russia
b Ogarev Mordovia State University, Saransk, Russia
References:
Abstract: The article describes a method for automatically recognizing the target points of the trajectories of unmanned vehicles moving underwater, such as autonomous submarines and flying underwater vehicles of aircraft-like structures. The coordinate of the center of an object with radial symmetry properties is considered a terminal control point. A method for constructing a multiscale weighted image model based on the developed fast radial symmetry transformation and the Hough method is proposed, which ensures noise stability and high speed of calculating the coordinates of the desired point. When the object of interest has a contour of a specific color, a model is based on our proposed chromatic and weight components. As an example of detection, we have given an algorithm for detecting a base underwater station with light markers as a signal luminous ring.
Keywords: automatic transport systems, unmanned underwater vehicle, unmanned flying underwater vehicle, computer vision, image processing, object detection in images, Hough method, fast radial symmetry transformation, image weight model, multiscale image weight model.
Presented by the member of Editorial Board: O. A. Stepanov

Received: 19.11.2022
Revised: 16.03.2023
Accepted: 28.04.2023
English version:
Automation and Remote Control, 2023, Volume 84, Issue 7, Pages 831–851
DOI: https://doi.org/10.25728/arcRAS.2023.24.60.001
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: R. M. Shakirzyanov, M. P. Shleymovich, S. V. Novikova, “Method for unmanned vehicles automatic positioning based on signal radially symmetric markers recognition of underwater targets”, Avtomat. i Telemekh., 2023, no. 7, 93–120; Autom. Remote Control, 84:7 (2023), 831–851
Citation in format AMSBIB
\Bibitem{ShaShlNov23}
\by R.~M.~Shakirzyanov, M.~P.~Shleymovich, S.~V.~Novikova
\paper Method for unmanned vehicles automatic positioning based on signal radially symmetric markers recognition of underwater targets
\jour Avtomat. i Telemekh.
\yr 2023
\issue 7
\pages 93--120
\mathnet{http://mi.mathnet.ru/at16189}
\crossref{https://doi.org/10.31857/S0005231023070061}
\edn{https://elibrary.ru/FDNZDT}
\transl
\jour Autom. Remote Control
\yr 2023
\vol 84
\issue 7
\pages 831--851
\crossref{https://doi.org/10.25728/arcRAS.2023.24.60.001}
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  • https://www.mathnet.ru/eng/at16189
  • https://www.mathnet.ru/eng/at/y2023/i7/p93
  • Citing articles in Google Scholar: Russian citations, English citations
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    References:8
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