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
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