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Real-time Tracking of Deformable Target in 3D Ultrasound Images

Lucas Royer 1, 2 Maud Marchal 2, 3 Anthony Le Bras 2, 4 Guillaume Dardenne 2 Alexandre Krupa 1, 2
1 Lagadic - Visual servoing in robotics, computer vision, and augmented reality
CRISAM - Inria Sophia Antipolis - Méditerranée , Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
3 Hybrid - 3D interaction with virtual environments using body and mind
Inria Rennes – Bretagne Atlantique , IRISA-D6 - MEDIA ET INTERACTIONS
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.
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https://hal.inria.fr/hal-01122026
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Submitted on : Tuesday, March 3, 2015 - 10:21:57 AM
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  • HAL Id : hal-01122026, version 1

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Lucas Royer, Maud Marchal, Anthony Le Bras, Guillaume Dardenne, Alexandre Krupa. Real-time Tracking of Deformable Target in 3D Ultrasound Images. Proceedings of IEEE International Conference on Robotics and Automation (ICRA'15), May 2015, Seattle, United States. ⟨hal-01122026⟩

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