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Mathematical Physics and Computer Simulation, 2022, Volume 25, Issue 2, Pages 17–22
DOI: https://doi.org/10.15688/mpcm.jvolsu.2022.2.2
(Mi vvgum328)
 

This article is cited in 1 scientific paper (total in 1 paper)

Mathematics and mechanics

Uniqueness theorem of reconstruction of preimage by its image under degenerate mapping

V. A. Klyachin, E. G. Grigorieva

Volgograd State University
Full-text PDF (331 kB) Citations (1)
Abstract: One of the urgent problems in the construction of computer vision systems is the problem of determining the spatial orientation and spatial position of an object from a photograph. For example, this task is especially important for autonomous driving systems, where the positioning of nearby vehicles is a key issue for autonomous vehicles in an urban environment. In this regard, for example, in 2019, the Baidu Robotics and Autonomous Driving Laboratory together with Peking University, set an appropriate task for the Kaggle community (https://www.kaggle.com/c/pku-autonomous-driving) and provided more than 60,000 copies of three-dimensional cars marked from 5,277 real images. In this article, we formulate some results that are the mathematical basis for substantiating methods for solving the abovementioned reconstruction problems in computer vision systems.
Keywords: central projection, degenerate maps, preimage restoration, transformation groups, computer vision systems.
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation FZUU-0633-2020-0004
This work was supported by the Ministry of Education and Science of Russia (the project “Development of Virtual 3D Reconstruction of Historical Objects Technique”, scientific theme code 2019-0920, project number in the research management system FZUU-0633-2020-0004.
Received: 30.03.2022
Bibliographic databases:
Document Type: Article
UDC: 512.5
BBC: 22.19
Language: English
Citation: V. A. Klyachin, E. G. Grigorieva, “Uniqueness theorem of reconstruction of preimage by its image under degenerate mapping”, Mathematical Physics and Computer Simulation, 25:2 (2022), 17–22
Citation in format AMSBIB
\Bibitem{KlyGri22}
\by V.~A.~Klyachin, E.~G.~Grigorieva
\paper Uniqueness theorem of reconstruction of preimage by its image under degenerate mapping
\jour Mathematical Physics and Computer Simulation
\yr 2022
\vol 25
\issue 2
\pages 17--22
\mathnet{http://mi.mathnet.ru/vvgum328}
\crossref{https://doi.org/10.15688/mpcm.jvolsu.2022.2.2}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=4459256}
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  • https://www.mathnet.ru/eng/vvgum/v25/i2/p17
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Mathematical Physics and Computer Simulation
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