• DocumentCode
    1861341
  • Title

    Visual tracking with occlusion handling for visual servo control

  • Author

    Iwatani, Yasushi ; Watanabe, Kei ; Hashimoto, Koichi

  • Author_Institution
    Dept. of Syst. Inf. Sci., Tohoku Univ., Sendai
  • fYear
    2008
  • fDate
    19-23 May 2008
  • Firstpage
    101
  • Lastpage
    106
  • Abstract
    This paper proposes a visual tracking method which is robust to occlusion. This paper also integrates the visual tracking method and visual servo control into a vision-based control method with occlusion handling. The proposed method chooses a set of correctly extracted image features, and it then obtains an estimate of all the image features from the correctly extracted image features. The estimation procedure makes it possible to track image features even when occlusion occurs. The method has low computational complexity, since the image Jacobian is used for the image feature selection and estimation. In addition, even when the controller fails to track a moving image feature, it can find the failed image feature without a global search over the entire image plane. As a result, it can track the failed image feature again quickly.
  • Keywords
    computational complexity; feature extraction; visual servoing; computational complexity; image Jacobian; image feature extraction; occlusion handling; vision-based control method; visual servo control; visual tracking; Cameras; Computational complexity; Feature extraction; Feedback control; Jacobian matrices; Robotics and automation; Servosystems; Space technology; Target tracking; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2008. ICRA 2008. IEEE International Conference on
  • Conference_Location
    Pasadena, CA
  • ISSN
    1050-4729
  • Print_ISBN
    978-1-4244-1646-2
  • Electronic_ISBN
    1050-4729
  • Type

    conf

  • DOI
    10.1109/ROBOT.2008.4543193
  • Filename
    4543193