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JOURNALS // Avtomatika i Telemekhanika // Archive

Avtomat. i Telemekh., 2022 Issue 10, Pages 60–66 (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

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.

Presented by the member of Editorial Board: A. A. Lazarev

Received: 01.02.2022
Revised: 20.06.2022
Accepted: 29.06.2022

DOI: 10.31857/S0005231022100063


 English version:
Automation and Remote Control, 2022, 83:10, 1538–1543


© Steklov Math. Inst. of RAS, 2026