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An efficient visual tracking method based on single CCD camera

  • Kai Han*
  • , Xuan Wang
  • , Chenglong Yu
  • *Corresponding author for this work
  • Harbin Institute of Technology Shenzhen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Most of the existing visual tracking methods require users to wear some related equipments or fix heads. It is not convenient to use and the accuracy is not high. The method proposed in this paper is based on digital image processing technology and geometry transform. The trouble of wearing related equipments is avoided. At the same time, this method can get higher tracking accuracy and meet the requirement of instantaneity. The 3D space problem will be switched to a 2D image when the real-time human eye image is captured. Pupil-corneal reflection principle is utilized to get auxiliary parameters. A quick eye positioning method based on gray level is suggested in this paper. A cycle elliptic fitting method used is suggested to locate the pupil center. The existing space mapping method based on projective geometry principle is simplified. The experiment was done in the lab. Four accurate crass-ratio parameters were achieved, and the gazing point estimation got relatively high precision.

Original languageEnglish
Title of host publicationProceedings of 2012 International Conference on Machine Learning and Cybernetics, ICMLC 2012
PublisherIEEE Computer Society
Pages1163-1168
Number of pages6
ISBN (Print)9781467314855
DOIs
StatePublished - 2012
Externally publishedYes
Event2012 International Conference on Machine Learning and Cybernetics, ICMLC 2012 - Xian, Shaanxi, China
Duration: 15 Jul 201217 Jul 2012

Publication series

NameProceedings - International Conference on Machine Learning and Cybernetics
Volume3
ISSN (Print)2160-133X
ISSN (Electronic)2160-1348

Conference

Conference2012 International Conference on Machine Learning and Cybernetics, ICMLC 2012
Country/TerritoryChina
CityXian, Shaanxi
Period15/07/1217/07/12

Keywords

  • Geometry transform
  • Quick eye positioning
  • Space mapping
  • Visual tracking method

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