Title :
Real-time tracking of deformable target in 3D ultrasound images
Author :
Royer, Lucas ; Marchal, Maud ; Le Bras, Anthony ; Dardenne, Guillaume ; Krupa, Alexandre
Author_Institution :
Inst. de Rech. Technol. b-com, Rennes, France
Abstract :
In this paper, we present a novel approach for tracking a deformable anatomical target within 3D ultrasound volumes. Our method is able to estimate deformations caused by the physiological motions of the patient. The displacements of moving structures are estimated from an intensity-based approach combined with a physically-based model and has therefore the advantage to be less sensitive to the image noise. Furthermore, our method does not use any fiducial marker and has real-time capabilities. The accuracy of our method is evaluated on real data acquired from an organic phantom. The validation is performed on different types of motions comprising rigid and non-rigid motions. Thus, our approach opens novel possibilities for computer-assisted interventions where deformable organs are involved.
Keywords :
medical image processing; real-time systems; target tracking; 3D ultrasound images; 3D ultrasound volumes; computer-assisted interventions; deformable anatomical target; deformable organs; intensity-based approach; nonrigid motions; organic phantom; physically-based model; physiological motions; real-time tracking; rigid motions; Deformable models; Mathematical model; Noise; Probes; Target tracking; Three-dimensional displays;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7139523