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一种用于在单光子发射计算机断层显像(SPECT)期间检测和补偿患者运动的低成本视觉跟踪系统(VTS)的评估。

An Assessment of a Low-Cost Visual Tracking System (VTS) to Detect and Compensate for Patient Motion during SPECT.

作者信息

McNamara Joseph E, Bruyant Philippe, Johnson Karen, Feng Bing, Lehovich Andre, Gu Songxiang, Gennert Michael A, King Michael A

机构信息

Joseph E. McNamara, Karen Johnson, Bing Feng, Andre Lehovich and Michael A. King are with the Department of Radiology, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA 01655 (telephone: 508-856-4255, e-mail:

出版信息

IEEE Trans Nucl Sci. 2008 Jun;55(3):992-998. doi: 10.1109/TNS.2008.915688.

Abstract

Patient motion is inevitable in SPECT and PET due to the lengthy period of time patients are imaged and patient motion can degrade diagnostic accuracy. The goal of our studies is to perfect a methodology for tracking and correcting patient motion when it occurs. In this paper we report on enhancements to the calibration, camera stability, accuracy of motion tracking, and temporal synchronization of a low-cost visual tracking system (VTS) we are developing. The purpose of the VTS is to track the motion of retro-reflective markers on stretchy bands wrapped about the chest and abdomen of patients. We have improved the accuracy of 3D spatial calibration by using a MATLAB optical camera calibration package with a planar calibration pattern. This allowed us to determine the intrinsic and extrinsic parameters for stereo-imaging with our CCD cameras. Locations in the VTS coordinate system are transformed to the SPECT coordinate system by a VTS/SPECT mapping using a phantom of 7 retro-reflective spheres each filled with a drop of Tc(99m). We switched from pan, tilt and zoom (PTZ) network cameras to fixed network cameras to reduce the amount of camera drift. The improved stability was verified by tracking the positions of fixed retro-reflective markers on a wall. The ability of our VTS to track movement, on average, with sub-millimeter and sub-degree accuracy was established with the 7-sphere phantom for 1 cm vertical and axial steps as well as for an arbitrary rotation and translation. The difference in the time of optical image acquisition as decoded from the image headers relative to synchronization signals sent to the SPECT system was used to establish temporal synchrony between optical and list-mode SPECT acquisition. Two experiments showed better than 100 ms agreement between VTS and SPECT observed motion for three axial translations. We were able to track 3 reflective markers on an anthropomorphic phantom with a precision that allowed us to correct motion such that no loss in visual quality was noted in motion corrected slices relative to motion free slices.

摘要

在单光子发射计算机断层扫描(SPECT)和正电子发射断层扫描(PET)中,由于患者成像时间较长,患者运动不可避免,而患者运动可能会降低诊断准确性。我们研究的目标是完善一种在患者运动发生时进行跟踪和校正的方法。在本文中,我们报告了对我们正在开发的低成本视觉跟踪系统(VTS)的校准、相机稳定性、运动跟踪精度和时间同步方面的改进。VTS的目的是跟踪缠绕在患者胸部和腹部的弹性带上的反光标记的运动。我们通过使用带有平面校准图案的MATLAB光学相机校准包提高了三维空间校准的精度。这使我们能够确定使用电荷耦合器件(CCD)相机进行立体成像的内参和外参。VTS坐标系中的位置通过使用由7个每个都装有一滴锝(99m)的反光球的模型进行VTS/SPECT映射转换为SPECT坐标系。我们从平移、倾斜和变焦(PTZ)网络摄像机切换到固定网络摄像机以减少相机漂移量。通过跟踪墙上固定反光标记的位置验证了提高后的稳定性。使用7球模型对1厘米垂直和轴向步长以及任意旋转和平移,确定了我们的VTS平均以亚毫米和亚度精度跟踪运动的能力。从图像头解码的光学图像采集时间相对于发送到SPECT系统的同步信号的差异用于建立光学和列表模式SPECT采集之间的时间同步。两项实验表明,对于三次轴向平移,VTS和SPECT观察到的运动之间的一致性优于100毫秒。我们能够以允许我们校正运动的精度跟踪拟人模型上的3个反光标记,使得相对于无运动切片,运动校正切片中的视觉质量没有损失。

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