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JOURNALS // Problemy Peredachi Informatsii // Archive

Probl. Peredachi Inf., 2021 Volume 57, Issue 3, Pages 102–111 (Mi ppi2350)

This article is cited in 10 papers

Pattern Recognition

Analysis of properties of dyadic patterns for the fast Hough transform

S. M. Karpenkoab, E. I. Ershovb

a Moscow Institute of Physics and Technology (State University), Moscow, Russia
b Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia

Abstract: We obtain an estimate for the maximum deviation from a geometric straight line to a discrete (dyadic) pattern approximating this line which is used for computing the fast Hough transform (discrete Radon transform) for a square image with side $n=2^p$, $p\in\mathbb{N}$. For $p$ even, the maximum deviation amounts to ${p}/{6}$. An important role in the proof is played by analysis of subtle properties of a simple combinatorial object, an array of cyclic shifts of an arbitrary binary number.

Keywords: fast Hough transform, fast Radon transform, dyadic pattern, error analysis, combinatorial optimization, binary words.

UDC: 621.391 : 004.932

Received: 04.07.2017
Revised: 30.07.2021
Accepted: 07.08.2021

DOI: 10.31857/S0555292321030074


 English version:
Problems of Information Transmission, 2021, 57:3, 292–300

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© Steklov Math. Inst. of RAS, 2026