DocumentCode
716473
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
fYear
2015
fDate
26-30 May 2015
Firstpage
2430
Lastpage
2435
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location
Seattle, WA
Type
conf
DOI
10.1109/ICRA.2015.7139523
Filename
7139523
Link To Document