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Visual tracking of a moving object using a stereo vision robot
Author(s) -
Kobayashi Nobuaki,
Shibata Masaaki
Publication year - 2008
Publication title -
electronics and communications in japan
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.131
H-Index - 13
eISSN - 1942-9541
pISSN - 1942-9533
DOI - 10.1002/ecj.10184
Subject(s) - computer vision , artificial intelligence , visual servoing , image plane , tracking (education) , computer science , position (finance) , stereo camera , workspace , jacobian matrix and determinant , triangulation , video tracking , tracking system , object (grammar) , robot , image (mathematics) , mathematics , kalman filter , psychology , pedagogy , geometry , finance , economics
In this paper, we propose a visual tracking method for a moving object without tracking delay. On visual servoing, an image‐based method with image Jacobian is often taken for target‐centering camera motion control because it does not require the target's 3D position estimation and is robust to modeling errors and noises. In an ordinary visual servoing approach, it is assumed that the target object would be fixed in the workspace. Therefore, for the purpose of tracking to a moving target, the image errors always exist between the target position and camera optical axis, that is, the visual tracking delay. In our proposed method, the target object's 3D position is estimated with the technique based on triangulation on stereo vision system. Then, the moving velocity is calculated in the camera coordinate frame. The image Jacobian concerns the camera velocity with the target velocity in the image plane. Additionally, the target velocity in the 3D worksplace is also converted into the velocity in the image plane. The converted velocity compensation the camera velocity to compensate the camera motion delay. The approach enables us to achieve nondelayed tracking for the moving target. © 2009 Wiley Periodicals, Inc. Electron Comm Jpn, 91(11): 19–27, 2008; Published online in Wiley InterScience ( www.interscience.wiley.com ). DOI 10.1002/ecj.10184