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
Link To Document :
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