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C型臂逆向几何CT的单视图几何校准

Single-view geometric calibration for C-arm inverse geometry CT.

作者信息

Slagowski Jordan M, Dunkerley David A P, Hatt Charles R, Speidel Michael A

机构信息

University of Wisconsin, Department of Medical Physics, Madison, Wisconsin, United States.

University of Wisconsin, Department of Biomedical Engineering, Madison, Wisconsin, United States.

出版信息

J Med Imaging (Bellingham). 2017 Jan;4(1):013506. doi: 10.1117/1.JMI.4.1.013506. Epub 2017 Mar 20.

DOI:10.1117/1.JMI.4.1.013506
PMID:28560241
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5358550/
Abstract

Accurate and artifact-free reconstruction of tomographic images requires precise knowledge of the imaging system geometry. A projection matrix-based calibration method to enable C-arm inverse geometry CT (IGCT) is proposed. 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 three-dimensional-to-two-dimensional 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. 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. In phantom studies, reconstruction of SBDX projections using the proposed method eliminated artifacts present in noncalibrated reconstructions. The proposed IGCT calibration method reduces image artifacts when uncertainties exist in system geometry.

摘要

断层图像的准确且无伪影重建需要精确了解成像系统的几何结构。本文提出了一种基于投影矩阵的校准方法,以实现C形臂逆几何CT(IGCT)。该方法针对扫描束数字X射线(SBDX)进行了评估,SBDX是一种安装在C形臂上的逆几何荧光透视技术。在旋转采集中,在每个机架角度对螺旋排列的基准标记进行成像。对于每个机架角度,在多个平面上进行数字断层合成,并从平面堆栈生成类似于锥束投影的合成图像。通过构建一个参数化的三维到二维投影矩阵来确定每个角度下C形臂、源阵列和探测器阵列的几何结构,该矩阵可使测量的和投影的基准标记坐标之间的平方偏差之和最小化。使用模拟来评估源和探测器平移与旋转时的校准性能。使用校准方法重建数字胸部模型时的相对均方根误差为0.4%,而未校准时为7.7%。在模型研究中,使用所提出的方法重建SBDX投影消除了未校准重建中出现的伪影。当系统几何结构存在不确定性时,所提出的IGCT校准方法可减少图像伪影。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/3ac7ac132b88/JMI-004-013506-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/3c1b574b9e7c/JMI-004-013506-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/36b312bd2dc5/JMI-004-013506-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/5f385fcd6b58/JMI-004-013506-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/ff4a0e791b06/JMI-004-013506-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/8dc67c355fda/JMI-004-013506-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/bdd708fa6c18/JMI-004-013506-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/e39137b6a655/JMI-004-013506-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/df65fbd2735f/JMI-004-013506-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/40ecff2fb30a/JMI-004-013506-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/3ac7ac132b88/JMI-004-013506-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/3c1b574b9e7c/JMI-004-013506-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/36b312bd2dc5/JMI-004-013506-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/5f385fcd6b58/JMI-004-013506-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/ff4a0e791b06/JMI-004-013506-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/8dc67c355fda/JMI-004-013506-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/bdd708fa6c18/JMI-004-013506-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/e39137b6a655/JMI-004-013506-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/df65fbd2735f/JMI-004-013506-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/40ecff2fb30a/JMI-004-013506-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d300/5358550/3ac7ac132b88/JMI-004-013506-g010.jpg

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