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