Visual servoing for patient alignment in protontherapy

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Abstract

We propose an image-based visual servoing of a 6 dof manipulator robot used for patient alignment in protontherapy. In the case of intra-skull tumour treatment, patient's head is fixed to a couch by a plastic mould contention mask. The couch is carried and displaced by the end-effector of the robot, in order to position the tumour with respect to the proton beam isocenter. The end-effector velocity is computed on the basis of four image feature points. In a pre-operatory calibration, patient's head is correctly positioned, which is ensured by use of two X-rays shot of the skull, and a reference image of the head is stored as a template of correct alignment. The image is divided into four quadrants: the center of each quarter defines a goal feature, this set of points defines a desired feature vector of eight elements. Each quadrant is modeled by a combination of its grey levels, edges and a set of corners. The feature points are further matched using a template matching strategy with a window sliding around the reference location. In a daily patient repositioning, the translation between each quadrant center w.r.t its template is computed to build the image error function. A proportional control law is used to compute the manipulator velocity w.r.t to the error function and the image Jacobian. The complete algorithm runs at 200 ms/frame on a standard PIV PC. The aim of that video-based patient repositioning could avoid X-ray verification of patient alignment, reducing patient dose and duration of treatment sessions. © 2008 Springer Berlin Heidelberg.

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APA

Belaroussi, R., & Morel, G. (2008). Visual servoing for patient alignment in protontherapy. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5359 LNCS, pp. 843–850). https://doi.org/10.1007/978-3-540-89646-3_83

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