TY - GEN
T1 - Visual tracking with occlusion handling for visual servo control
AU - Iwatani, Yasushi
AU - Watanabe, Kei
AU - Hashimoto, Koichi
PY - 2008
Y1 - 2008
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=51649095395&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=51649095395&partnerID=8YFLogxK
U2 - 10.1109/ROBOT.2008.4543193
DO - 10.1109/ROBOT.2008.4543193
M3 - Conference contribution
AN - SCOPUS:51649095395
SN - 9781424416479
T3 - Proceedings - IEEE International Conference on Robotics and Automation
SP - 101
EP - 106
BT - 2008 IEEE International Conference on Robotics and Automation, ICRA 2008
T2 - 2008 IEEE International Conference on Robotics and Automation, ICRA 2008
Y2 - 19 May 2008 through 23 May 2008
ER -