Application of Lucas-Kanade algorithm with weight coefficient bilateral filtration for the digital image correlation method

V. V. Titkov, S. V. Panin, P. S. Lyubutin, V. O. Chemezov, A. V. Eremin

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Application of bilateral filer weight coefficients for computing the weight function in Lucas-Kanade algorithm for optical flow determination is proposed. The obtained results based on processing different image types demonstrate the error reduction in optical flow determination. The approach to weight function parameters selection for bilateral filter is proposed and investigated.

Original languageEnglish
Article number012039
JournalIOP Conference Series: Materials Science and Engineering
Volume177
Issue number1
DOIs
Publication statusPublished - 1 Mar 2017
Event10th International Conference on Mechanical Engineering, Automation and Control Systems 2016, MEACS 2016 - Tomsk, Russian Federation
Duration: 27 Oct 201629 Oct 2016

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Correlation methods
Optical flows
Image processing

ASJC Scopus subject areas

  • Materials Science(all)
  • Engineering(all)

Cite this

Application of Lucas-Kanade algorithm with weight coefficient bilateral filtration for the digital image correlation method. / Titkov, V. V.; Panin, S. V.; Lyubutin, P. S.; Chemezov, V. O.; Eremin, A. V.

In: IOP Conference Series: Materials Science and Engineering, Vol. 177, No. 1, 012039, 01.03.2017.

Research output: Contribution to journalArticle

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