Modeling and estimation of the dynamics of planar algebraic curves via riccati equations

Mustafa Unel, Bijoy K. Ghosh, Ahmet Y. Yazicioglu

Research output: Contribution to journalArticlepeer-review

Abstract

Motivated by problems in vision and robotics, in this paper we are interested in describing the dynamics of planar algebraic curves in rigid and affine motion. A new method is presented for modeling the dynamics of such curves in terms of Riccati equations. It is shown that rigid or affine motion of an algebraic curve can be described using the dynamics of line factors obtained from a unique decomposition of the curve, and each individual line dynamics can be described by a Riccati equation. An estimation algorithm is proposed to estimate rigid or affine motion using line parameters. Importance of data normalization is also investigated in the context of motion estimation. Experiments with simulated data and real images demonstrate that the proposed method can provide satisfactory motion estimation results from perturbed data.

Original languageEnglish
Pages (from-to)139-158
Number of pages20
JournalJournal of Mathematical Imaging and Vision
Volume38
Issue number2
DOIs
StatePublished - Oct 2010

Keywords

  • Affine motion
  • Algebraic curves
  • Data normalization
  • Motion estimation
  • Riccati equations

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