Title :
Optimization of ultrasound image quality via visual servoing
Author :
Chatelain, Pierre ; Krupa, Alexandre ; Navab, Nassir
Author_Institution :
IRISA, Univ. de Rennes 1, Rennes, France
Abstract :
In this paper we propose a new ultrasound-based visual servoing framework, for the optimization of the positioning of an ultrasound probe manipulated by a robotic arm, in order to improve the quality of the acquired ultrasound images. To this end, we use the recent framework of ultrasound confidence map, which aims at estimating the perpixel quality of the ultrasound signal based on a model of sound propagation in soft tissues. More specifically, we treat the ultrasound confidence maps as a new modality to design a visual servoing control law for image quality optimization. The proposed framework aims at improving ultrasound imaging techniques, such as robotic tele-echography, target tracking or volume reconstruction. Here we illustrate our approach with the application of robotic tele-echography. Experiments are performed on both an ultrasound examination training phantom and ex vivo tissue samples.
Keywords :
end effectors; position control; ultrasonic imaging; visual servoing; end effector; image quality optimization; per-pixel quality; robotic arm; robotic tele-echography; soft tissues; sound propagation; ultrasound confidence map; ultrasound image quality; ultrasound probe positioning; ultrasound signal; visual servoing control law; Force; Force control; Imaging; Probes; Ultrasonic imaging; Visual servoing;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7140040