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A geometric calibration method for inverse geometry computed tomography using P-matrices

机译:利用P矩阵进行逆几何计算机断层扫描的几何校准方法

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摘要

Accurate and artifact free reconstruction of tomographic images requires precise knowledge of the imaging system geometry. This work proposes a novel projection matrix (P-matrix) based calibration method to enable C-arm inverse geometry CT (IGCT). The method is evaluated for scanning-beam digital x-ray (SBDX), a C-arm mounted inverse geometry fluoroscopic technology. A helical configuration of fiducials is imaged at each gantry angle in a rotational acquisition. For each gantry angle, digital tomosynthesis is performed at multiple planes and a composite image analogous to a cone-beam projection is generated from the plane stack. The geometry of the C-arm, source array, and detector array is determined at each angle by constructing a parameterized 3D-to-2D projection matrix that minimizes the sum-of-squared deviations between measured and projected fiducial coordinates. Simulations were used to evaluate calibration performance with translations and rotations of the source and detector. In a geometry with 1 mm translation of the central ray relative to the axis-of-rotation and 1 degree yaw of the detector and source arrays, the maximum error in the recovered translational parameters was 0.4 mm and maximum error in the rotation parameter was 0.02 degrees. The relative root-mean-square error in a reconstruction of a numerical thorax phantom was 0.4% using the calibration method, versus 7.7% without calibration. Changes in source-detector-distance were the most challenging to estimate. Reconstruction of experimental SBDX data using the proposed method eliminated double contour artifacts present in a non-calibrated reconstruction. The proposed IGCT geometric calibration method reduces image artifacts when uncertainties exist in system geometry.
机译:层析图像的准确且无伪影的重建需要对成像系统几何形状的准确了解。这项工作提出了一种新颖的基于投影矩阵(P-矩阵)的校准方法,以实现C臂逆几何CT(IGCT)。对该方法进行了扫描光束数字X射线(SBDX)评估,这是一种C型臂安装的反向几何荧光透视技术。在旋转扫描中,在每个机架角度成像基准点的螺旋结构。对于每个机架角度,在多个平面上执行数字断层合成,并从平面堆栈生成类似于锥束投影的合成图像。通过构造参数化的3D到2D投影矩阵,可以在每个角度确定C臂,源阵列和检测器阵列的几何形状,该矩阵最小化了测量基准坐标和投影基准坐标之间的平方和偏差。仿真用于评估校准性能,包括源和检测器的平移和旋转。在中心射线相对于旋转轴平移1 mm,探测器和源阵列的偏航角为1度的几何中,恢复的平移参数的最大误差为0.4 mm,旋转参数的最大误差为0.02度。使用校准方法重建数字胸腔体模时的相对均方根误差为0.4%,而未经校准的相对均方根误差为7.7%。估计源探测器距离的变化最具挑战性。使用所提出的方法重建实验性SBDX数据,消除了非校准重建中存在的双轮廓伪影。当系统几何中存在不确定性时,提出的IGCT几何校准方法可减少图像伪影。

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