4.6 Article

Performance Enhanced Ultrasound Probe Tracking With a Hemispherical Marker Rigid Body

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TUFFC.2021.3058145

Keywords

Three-dimensional displays; Cameras; Ultrasonic imaging; Target tracking; Probes; Imaging; Two dimensional displays; 3-D freehand ultrasound (US); marker configuration; occlusion; ultrasound probe tracking

Funding

  1. Bill and Melinda Gates Foundation [OPP1191684]
  2. Bill and Melinda Gates Foundation [OPP1191684] Funding Source: Bill and Melinda Gates Foundation

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The study proposed a hemispherical marker rigid body to improve the tracking performance of ultrasound probes, reducing self-occlusion issues and providing a larger rotational range. The system equipped with this design showed high tracking accuracy and superior data capturing ability in experiments.
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 degrees 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.

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