Selection of parameters of the three-dimensional recursive search algorithm in constructing displacement vector fields with the use of the hierarchical approach

S. V. Panin, V. V. Titkov, P. S. Lyubutin

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

An approach to automatic determination of operation parameters of a hierarchical 3D recursive search (3DRS) algorithm is proposed and tested. A comparative study of the computational speed and noise immunity of the 3DRS algorithm used for constructing displacement vector fields, including the use of the Gaussian pyramids (hierarchical search), is performed. It is shown that application of the hierarchical 3DRS algorithm with operation parameters determined in this work can substantially increase its noise immunity and reduce the computational cost.

Original languageEnglish
Pages (from-to)124-133
Number of pages10
JournalOptoelectronics, Instrumentation and Data Processing
Volume51
Issue number2
DOIs
Publication statusPublished - 9 Mar 2015

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immunity
pyramids
costs
Costs

Keywords

  • computational cost
  • displacement vector
  • Gaussian pyramids
  • noise immunity
  • three-dimensional recursive search

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics
  • Instrumentation

Cite this

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AU - Titkov, V. V.

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AB - An approach to automatic determination of operation parameters of a hierarchical 3D recursive search (3DRS) algorithm is proposed and tested. A comparative study of the computational speed and noise immunity of the 3DRS algorithm used for constructing displacement vector fields, including the use of the Gaussian pyramids (hierarchical search), is performed. It is shown that application of the hierarchical 3DRS algorithm with operation parameters determined in this work can substantially increase its noise immunity and reduce the computational cost.

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