Visual tracking with occlusion handling for visual servo control

被引:0
作者
Iwatani, Yasushi [1 ]
Watanabe, Kei [1 ]
Hashimoto, Koichi [1 ]
机构
[1] Tohoku Univ, Dept Syst Informat Sci, Sendai, Miyagi 980, Japan
来源
2008 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-9 | 2008年
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
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页码:101 / 106
页数:6
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