DocumentCode :
1861392
Title :
Image moments-based ultrasound visual servoing
Author :
Mebarki, Rafik ; Krupa, Alexandre ; Chaumette, Francois
Author_Institution :
IRISA, INRIA Rennes-Bretagne Atlantique, Rennes
fYear :
2008
fDate :
19-23 May 2008
Firstpage :
113
Lastpage :
119
Abstract :
A new visual servoing method based on B-mode ultrasound images is proposed to automatically control the motion of a 2D ultrasound probe held by a medical robot in order to reach a desired B-scan image of an object of interest. In this approach, combinations of image moments extracted from the current observed object cross-section are used as feedback visual features. The analytical form of the interaction matrix, relating the time variation of these visual features to the probe velocity, is derived and used in the control law. Simulations performed with a static ultrasound volume containing an egg-shaped object, and in-vitro experiments using a robotized ultrasound probe that interacts with a rabbit heart immersed in water, show the validity of this new approach and its robustness with respect to modeling and measurements errors.
Keywords :
biomedical imaging; matrix algebra; medical robotics; mobile robots; probes; robot vision; ultrasonic imaging; visual servoing; 2D ultrasound probe; B-mode ultrasound images; B-scan image; image moments-based ultrasound visual servoing; interaction matrix; medical robot; motion control; probe velocity; Automatic control; Feedback; In vitro; Medical robotics; Motion control; Performance evaluation; Probes; Ultrasonic imaging; Velocity control; Visual servoing; Visual servoing; image moments; medical robotics; ultrasound;
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.2008.4543195
Filename :
4543195
Link To Document :
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