Additively Manufactured Primitive Plastic Phantom for Calibration of Low-Resolution Computed Tomography Cone Beam Scanner for Additive Creation of 3D Copies using Inverse Radon Transform
Valentin Ameres, Meriem Chetmi, Lucas Artmann, Tim C. Lueth
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引用次数: 0
Abstract
Computed Tomography (CT) and 3D reconstruction contribute significantly to reverse engineering as well as to additive manufacturing. Utilizing CT scans, surface information as well as inner details of objects of interest can be recorded non-destructively. In this work, a low-resolution computed tomography cone beam (CBCT) scanner was used to scan, reconstruct and print plastic components in order to create 3D copies. Software based calibration using an additively manufactured two layer plastic phantom containing steel ball bearings was used to detect and correct geometrical alignment errors and improve reconstruction quality. A phantom was designed to be printed additively and assembled without the help of further tools, with an axial connection to the CBCT. Corrections were applied to the two-dimensional 300x300 pixel X-ray projections before reconstruction. A reconstructed volume of 212x212x212 voxels was achieved using either the inverse-Radon-Transformation-based Feldkamp Davis Krauss (FDK) or Simultaneous Algebraic Reconstruction Technique (SART) algorithm. In an experiment, a plastic phantom was fabricated and used for misalignment correction. Two reconstructions of uncorrected and corrected projections of a 30 mm plastic cube with center bore were subsequently compared to each other in terms of density. The cube reconstructed from corrected projections had higher voxel density values and sharper slices, showing the successful fabrication and use of the plastic phantom.
计算机断层扫描(CT)和3D重建对逆向工程和增材制造做出了重大贡献。利用CT扫描,可以无损地记录感兴趣物体的表面信息和内部细节。在这项工作中,使用低分辨率计算机断层扫描锥束(CBCT)扫描仪扫描,重建和打印塑料部件,以创建3D副本。利用增材制造的含钢球轴承双层塑料模体进行软件标定,检测和修正几何对中误差,提高重建质量。设计了一个模体,无需其他工具即可打印和组装,并与CBCT进行轴向连接。重建前对二维300x300像素x射线投影进行校正。使用基于反radon变换的Feldkamp Davis Krauss (FDK)或同步代数重建技术(SART)算法实现了212x212x212体素的重建体积。在实验中,制作了一种塑料模体,并将其用于校准误差。随后,在密度方面相互比较了30 mm具有中心孔的塑料立方体的未校正和校正投影的两个重建。通过修正投影重建的立方体具有更高的体素密度值和更清晰的切片,表明塑料幻影的成功制造和使用。