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半球形标记刚体的增强超声探头跟踪性能。

Performance Enhanced Ultrasound Probe Tracking With a Hemispherical Marker Rigid Body.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2021 Jun;68(6):2155-2163. doi: 10.1109/TUFFC.2021.3058145. Epub 2021 May 25.

DOI:10.1109/TUFFC.2021.3058145
PMID:33560983
Abstract

Among tracking techniques applied in the 3-D freehand ultrasound (US), the camera-based tracking method is relatively mature and reliable. However, constrained by manufactured marker rigid bodies, the US probe is usually limited to operate within a narrow rotational range before occlusion issues affect accurate and robust tracking performance. Thus, this study proposed a hemispherical marker rigid body to hold passive noncoplanar markers so that the markers could be identified by the camera, mitigating self-occlusion. The enlarged rotational range provides greater freedom for sonographers while performing examinations. The single-axis rotational and translational tracking performances of the system, equipped with the newly designed marker rigid body, were investigated and evaluated. Tracking with the designed marker rigid body achieved high tracking accuracy with 0.57° for the single-axis rotation and 0.01 mm for the single-axis translation for sensor distance between 1.5 and 2 m. In addition to maintaining high accuracy, the system also possessed an enhanced ability to capture over 99.76% of the motion data in the experiments. The results demonstrated that with the designed marker rigid body, the missing data were remarkably reduced from over 15% to less than 0.5%, which enables interpolation in the data postprocessing. An imaging test was further conducted, and the volume reconstruction of a four-month fetal phantom was demonstrated using the motion data obtained from the tracking system.

摘要

在应用于 3D 自由式超声(US)的跟踪技术中,基于相机的跟踪方法相对成熟和可靠。然而,由于制造的标记刚体的限制,US 探头通常限于在出现遮挡问题影响准确和稳健的跟踪性能之前在狭窄的旋转范围内操作。因此,本研究提出了一种半球形标记刚体来保持被动非共面标记,以便相机可以识别标记,减轻自遮挡。扩大的旋转范围为超声医师在进行检查时提供了更大的自由度。研究并评估了配备新设计的标记刚体的系统的单轴旋转和平移跟踪性能。使用新设计的标记刚体进行跟踪可实现高精度,在传感器距离为 1.5 至 2 米时,单轴旋转精度为 0.57°,单轴平移精度为 0.01 毫米。除了保持高精度外,该系统还具有增强的能力,能够在实验中捕获超过 99.76%的运动数据。结果表明,使用新设计的标记刚体,从超过 15%到不到 0.5%的缺失数据显著减少,这使得可以在数据后处理中进行插值。进一步进行了成像测试,并使用从跟踪系统获得的运动数据演示了四个月胎儿幻影的体积重建。

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