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A method for ultrasound probe calibration based on arbitrary wire phantom

机译:一种基于任意线体模的超声探头标定方法

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To create a freehand three-dimensional ultrasound system for image-guided intervention, ultrasound probe calibration process plays an important role. This paper introduces a novel method, based on arbitrary wire phantom, to achieve both spatial and temporal calibration for ultrasound probe. Spatial calibration is realized by solving an optimization problem established by the wires and corresponding intersections in ultrasound plane. Next, temporal calibration is achieved by processing ultrasound image sequence and the corresponding position of optical localizer mounted to ultrasound probe. In order to make up for the deficiency of geometry structure in arbitrary phantom, we develop a point-recognition algorithm to determine the correspondence between wires in phantom space and intersections in ultrasound image space. Extensive comparative experiment is conducted on N-wire phantom and our phantom in 20 independent trials to fully evaluate precision, accuracy, and robustness of proposed calibration method. Shallow probe experimental result shows that proposed method improves average calibration precision to 0.896 mm and accuracy to 1.022 mm, compared to 0.938 and 1.140 mm using N-wire, respectively. Further, we also perform extra independent trials to evaluate the impact of deep image for the proposed method. Result shows the precision ranges from 0.740 to 1.178 mm, and the accuracy ranges from 0.939 to 1.400 mm, which indicates proposed method is potential for probe calibration in ultrasound image-guided intervention.
机译:为了创建用于图像引导干预的徒手三维超声系统,超声探头校准过程起着重要作用。本文介绍了一种基于任意导线体模的新颖方法,可以实现超声探头的时空校准。通过解决由导线和超声平面中相应的相交点建立的优化问题来实现空间校准。接下来,通过处理超声图像序列和安装在超声探头上的光学定位器的相应位置来实现时间校准。为了弥补任意模型中几何结构的不足,我们开发了一种点识别算法来确定模型空间中的导线与超声图像空间中的交点之间的对应关系。在20条独立试验中,对N线体模和我们的体模进行了广泛的比较实验,以全面评估所提出的校准方法的精度,准确性和鲁棒性。浅探针实验结果表明,与使用N线分别为0.938和1.140 mm相比,该方法将平均校准精度提高到0.896 mm,将精度提高到1.022 mm。此外,我们还进行了额外的独立试验,以评估深层图像对所提出方法的影响。结果显示精度范围为0.740至1.178 mm,精度范围为0.939至1.400 mm,这表明所提出的方法对于超声图像引导介入中的探头校准具有潜力。

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