Moments-Based Ultrasound Visual Servoing: From Mono to Multi-plane Approach

Caroline Nadeau 1 Alexandre Krupa 1 Jan Petr 2 Christian Barillot 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
2 VisAGeS - Vision, Action et Gestion d'informations en Santé
INSERM - Institut National de la Santé et de la Recherche Médicale : U1228, Inria Rennes – Bretagne Atlantique , IRISA_D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
Abstract : This paper presents a new image-based visual servoing approach to control a robotic system equipped with an ultrasound imaging device. The presented method allows an automatic positioning of the probe with respect to an object of interest. Moments-based image features are computed from three orthogonal ultrasound images to servo in-plane and out-of-plane motions of the system. An efficient segmentation method, based on graph cut strategy, is proposed to extract the object contour in each image plane. Simulation results demonstrate that this approach improves upon techniques based on a single 2D US image in terms of probe positioning. Our method was also validated from robotic experiments performed on an ultrasound phantom with the use of a motorized 3D probe that provides the three US images.
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IEEE Transactions on Robotics, IEEE, 2017, 〈10.1109/TRO.2016.2604482〉
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Soumis le : vendredi 21 octobre 2016 - 17:41:52
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Caroline Nadeau, Alexandre Krupa, Jan Petr, Christian Barillot. Moments-Based Ultrasound Visual Servoing: From Mono to Multi-plane Approach. IEEE Transactions on Robotics, IEEE, 2017, 〈10.1109/TRO.2016.2604482〉. 〈hal-01385661〉

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