Cobos Santiago Fabian, Norley Christopher James, Pollmann Steven Ingo, Holdsworth David Wayne
University of Western Ontario, Schulich School of Medicine and Dentistry, Department of Medical Biophysics, London, Ontario, Canada.
University of Western Ontario, Robarts Research Institute, Imaging Research Laboratories, London, Ontario, Canada.
J Med Imaging (Bellingham). 2022 Jul;9(4):044004. doi: 10.1117/1.JMI.9.4.044004. Epub 2022 Aug 1.
Industrial microcomputed tomography (micro-CT) scanners are suitable for nondestructive testing (NDT) of metal, 3D-printed medical components. Typically, these scanners are equipped with high-energy sources that require heavy shielding and costly infrastructure to operate safely, making routine NDT of medical components prohibitively expensive. Alternatively, fixed-current, low-cost x-ray units could be implemented to perform CT-based NDT of 3D-printed medical parts in a subset of cases, if there is sufficient x-ray transmission for the CT reconstruction. A lack of signal-caused by areas of high attenuation in two-dimensional-projection images of metal objects-leads to artifacts that can make an image-based NDT unreliable. We present the implementation of a dual-exposure technique devised to extend the dynamic range (DR) of a commercially available CT scanner equipped with a low-cost low-energy (80 kV) x-ray unit, increasing the signal-to-noise ratio of highly attenuated areas for NDT of 3D-printed medical components. Our high-dynamic-range CT (HDR-CT) technique adequately combines projection images acquired at two exposure levels by modifying the integration times of each protocol. We evaluate the performance and limitations of this HDR-CT technique by imaging a series of titanium-alloy test-samples. One of the test-samples was a resolution and conspicuity phantom designed to assess the improvements in void visualization of the proposed methodology. The other test-samples were four porous cylinders, , with 60%, 70%, 80%, and 90% nominal internal porosities. Our HDR-CT technique adequately combines projection images acquired at two exposure levels by modifying the integration times of each protocol. Our results demonstrate that the 12-bit native DR of the CT scanner was increased to effective values of between 14 and 16 bits. The HDR-CT reconstructions showed improved contrast-to-noise and void conspicuity, when compared with conventional CT scans. This extension of DR has the potential to improve defect visualization during NDT of medium-size, titanium-alloy, 3D-printed medical components.
工业微型计算机断层扫描(micro-CT)扫描仪适用于对金属、3D打印医疗部件进行无损检测(NDT)。通常,这些扫描仪配备有高能量源,需要厚重的屏蔽和昂贵的基础设施才能安全运行,这使得对医疗部件进行常规无损检测的成本高得令人望而却步。或者,如果对于CT重建有足够的X射线透射率,在某些情况下可以采用固定电流、低成本的X射线装置来对3D打印医疗部件进行基于CT的无损检测。金属物体二维投影图像中高衰减区域导致的信号缺失会产生伪影,从而使基于图像的无损检测不可靠。我们展示了一种双曝光技术的实施,该技术旨在扩展配备低成本低能量(80 kV)X射线装置的商用CT扫描仪的动态范围(DR),提高用于3D打印医疗部件无损检测的高衰减区域的信噪比。我们的高动态范围CT(HDR-CT)技术通过修改每个协议的积分时间,充分地将在两个曝光水平下采集的投影图像进行了合并。我们通过对一系列钛合金测试样品成像来评估这种HDR-CT技术的性能和局限性。其中一个测试样品是一个分辨率和清晰度体模,旨在评估所提出方法在孔隙可视化方面的改进。其他测试样品是四个多孔圆柱体,其标称内部孔隙率分别为60%、70%、80%和90%。我们的HDR-CT技术通过修改每个协议的积分时间,充分地将在两个曝光水平下采集的投影图像进行了合并。我们的结果表明,CT扫描仪的12位原生动态范围增加到了14至16位的有效值。与传统CT扫描相比,HDR-CT重建显示出对比度噪声和孔隙清晰度得到了改善。这种动态范围的扩展有可能改善对中等尺寸钛合金3D打印医疗部件进行无损检测时的缺陷可视化效果。