Motion smoothing using wavelets

Research output: Contribution to journalArticlepeer-review

11 Citations (Scopus)

Abstract

Smooth motion generation is an important issue in the computer animation and virtual reality areas. The motion of a rigid body consists of translation and orientation. The former is described by a space curve in 3-dimensional Euclidean space, while the latter is represented by a curve in the unit quaternion space. Although there exist well-known techniques for smoothing the translation data, smoothing the orientation data is yet to be explored due to the nonlinearity of the unit quaternion space. This paper presents a wavelet-based algorithm for smoothing noise-embedded motion data and the experiment shows the effectiveness of the proposed algorithm.

Original languageEnglish
Pages (from-to)157-169
Number of pages13
JournalJournal of Intelligent and Robotic Systems: Theory and Applications
Volume35
Issue number2
DOIs
Publication statusPublished - 2002 Oct

All Science Journal Classification (ASJC) codes

  • Software
  • Control and Systems Engineering
  • Mechanical Engineering
  • Industrial and Manufacturing Engineering
  • Artificial Intelligence
  • Electrical and Electronic Engineering

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