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Research on a robust optical flow algorithm

  • Ze Xu Zhang*
  • , Jin Zong Li
  • , Dong Dong Li
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

A robust optical flow algorithm for larger motion velocity and lager velocity change was presented. A novel gradient constraint equation was obtained through analyzing the error of temporal gradient. On the other hand, the anisotropic diffusion equation was introduced in the oriented smoothness constraint so that the computation of flow velocity in the motion discontinuity can be improved. According to these improvements, the multi-grid differential optical flow algorithm can not only alleviate the error propagation effect, but also adapt itself to larger motion velocity and lager velocity change. The experimental results have shown that the flow field of density 100% can not only be created by the algorithm proposed in this paper, but also be provided with good computation accuracy and robustness for lager motion velocity and lager velocity change.

Original languageEnglish
Pages (from-to)1851-1855
Number of pages5
JournalTien Tzu Hsueh Pao/Acta Electronica Sinica
Volume31
Issue number12
StatePublished - Dec 2003
Externally publishedYes

Keywords

  • Anisotropic diffusion
  • Error propagation
  • Flow velocity
  • Multi-grid
  • Optical flow field
  • Robustness

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