A Calibration Procedure for Robotic Ultrasound Systems

IF 3.8 Q2 ENGINEERING, BIOMEDICAL
João Oliveira;Rui Moura Coelho;Herculano Carvalho;Jorge Martins
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Abstract

With the rise of collaborative robots, there has been a growing interest in integrating ultrasound imaging with robotic systems in medical applications. This integration allows the system to receive real-time visual information, enabling the robot to move based on relevant anatomical features. However, for the visual information to be used accurately, it is essential to calibrate the pose of the ultrasound image in the robot’s coordinate frame. This paper presents a calibration technique that eliminates the need for external trackers and minimizes sources of error. The proposed method involves scanning a straight wire phantom with an unknown arrangement to constrain the set of possible solutions. By optimizing the cost function associated with the wires’ straightness, we can estimate the pose of the B-scan in the robot flange coordinate frame precisely and reliably without significant limitations, e.g., complex scanning trajectories. The technique shows an average precision of 0.8 mm and an accuracy of 1.72 mm with a scaling factor of 0.2778 mm/pixel.
机器人超声系统的校准程序
随着协作机器人的兴起,人们对超声成像与机器人系统在医疗应用中的集成越来越感兴趣。这种集成使系统能够接收实时视觉信息,使机器人能够根据相关解剖特征进行移动。然而,为了准确地利用视觉信息,必须对超声图像在机器人坐标系中的位姿进行标定。本文提出了一种不需要外部跟踪器和最小化误差源的校准技术。所提出的方法涉及扫描具有未知排列的直线线幻影以约束可能解的集合。通过优化与线材直线度相关的成本函数,我们可以准确可靠地估计机器人法兰坐标框架中b扫描的姿态,而不会受到复杂扫描轨迹等重大限制。该技术的平均精度为0.8 mm,精度为1.72 mm,缩放因子为0.2778 mm/像素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
6.80
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0.00%
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