On-line stable evolutionary recognition based on unit quaternion representation by motion-feedforward compensation

Wei Song, Mamoru Minami, Seiji Aoyagi

Research output: Contribution to journalArticle

23 Citations (Scopus)

Abstract

This paper presents a pose measurement method of a 3D object. The proposed method utilizes an evolutionary search technique of the genetic algorithm (GA) and a fitness evaluation based on a stereo model matching whose pose is expressed by unit quaternion. To improve the dynamics of recognition, a motion-feedforward compensation method is proposed for the hand-eye system. The effectiveness of the proposed method is confirmed by the simulation experiments.

Original languageEnglish
Pages (from-to)127-139
Number of pages13
JournalIC-MED International Journal of Intelligent Computing in Medical Sciences and Image Processing
Volume2
Issue number2
DOIs
Publication statusPublished - 2008
Externally publishedYes

Fingerprint

Genetic algorithms
Experiments
Genetic Techniques
Hand
Compensation and Redress

Keywords

  • 3D measurement
  • Genetic algorithm (ga)
  • Motion-feedforward compensation
  • Unit quaternion

ASJC Scopus subject areas

  • Computer Science(all)
  • Radiology Nuclear Medicine and imaging

Cite this

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