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Avtomatika i Telemekhanika, 2022, Issue 10, Pages 60–66
DOI: https://doi.org/10.31857/S0005231022100063 (Mi at16051) 		 
Topical issue

An image matching method using heat kernels on graphs

A. A. Zakharov

Murom Institute of Stoletovs’ Vladimir State University, Murom, Vladimir oblast, 602264 Russia
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DOI: https://doi.org/10.31857/S0005231022100063
Abstract: The paper presents an image matching method based on heat kernels. The method permits one to single out the most stable features of images at the initial stage using heat kernels on graphs for subsequent comparison. Popular descriptors can be used for this. When using the method, the number of false matches is considerably reduced compared with traditional approaches.
Keywords: computer vision, image comparison, heat kernels on graphs.
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation ГБ-1187/20
This work was financially supported by the Ministry of Science and Higher Education of the Russian Federation, state order no. GB-1187/20 for Vladimir State University.
Presented by the member of Editorial Board: A. A. Lazarev

Received: 01.02.2022
Revised: 20.06.2022
Accepted: 29.06.2022
English version:
Automation and Remote Control, 2022, Volume 83, Issue 10, Pages 1538–1543
DOI: https://doi.org/10.1134/S0005117922010006X
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. A. Zakharov, “An image matching method using heat kernels on graphs”, Avtomat. i Telemekh., 2022, no. 10, 60–66; Autom. Remote Control, 83:10 (2022), 1538–1543
Citation in format AMSBIB
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\by A.~A.~Zakharov
\paper An image matching method using heat kernels on graphs
\jour Avtomat. i Telemekh.
\yr 2022
\issue 10
\pages 60--66
\mathnet{http://mi.mathnet.ru/at16051}
\crossref{https://doi.org/10.31857/S0005231022100063}
\edn{https://elibrary.ru/AKDWHB}
\transl
\jour Autom. Remote Control
\yr 2022
\vol 83
\issue 10
\pages 1538--1543
\crossref{https://doi.org/10.1134/S0005117922010006X}
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    References:19
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