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The effect of spatial micro-CT image resolution and surface complexity on the morphological 3D analysis of open porous structures

机译:空间微CT图像分辨率和表面复杂度对开放式多孔结构的形态3D分析的影响

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In material science microfocus X-ray computed tomography (micro-CT) is one of the most popular non-destructive techniques to visualise and quantify the internal structure of materials in 3D. Despite constant system improvements, state-of-the-art micro-CT images can still hold several artefacts typical for X-ray CT imaging that hinder further image-based processing, structural and quantitative analysis. For example spatial resolution is crucial for an appropriate characterisation as the voxel size essentially influences the partial volume effect. However, defining the adequate image resolution is not a trivial aspect and understanding the correlation between scan parameters like voxel size and the structural properties is crucial for comprehensive material characterisation using micro-CT. Therefore, the objective of this study was to evaluate the influence of the spatial image resolution on the micro-CT based morphological analysis of three-dimensional (3D) open porous structures with a high surface complexity. In particular the correlation between the local surface properties and the accuracy of the micro-CT-based macro-morphology of 3D open porous Ti6Al4V structures produced by selective laser melting (SLM) was targeted and revealed for rough surfaces a strong dependence of the resulting structure characteristics on the scan resolution. Reducing the surface complexity by chemical etching decreased the sensitivity of the overall morphological analysis to the spatial image resolution and increased the detection limit. This study showed that scan settings and image processing parameters need to be customized to the material properties, morphological parameters under investigation and the desired final characteristics (in relation to the intended functional use). Customization of the scan resolution can increase the reliability of the micro-CT based analysis and at the same time reduce its operating costs.
机译:在材料科学中,微焦点X射线计算机断层扫描(micro-CT)是最流行的非破坏性技术之一,用于可视化和量化3D材料的内部结构。尽管对系统进行了不断的改进,但最新的微型CT图像仍可以保留X射线CT成像中常见的一些伪像,从而阻碍了进一步的基于图像的处理,结构和定量分析。例如,空间分辨率对于适当的表征至关重要,因为体素大小实质上会影响部分体积效应。但是,定义适当的图像分辨率并不是一件容易的事,而了解扫描参数(如体素大小)与结构特性之间的相关性对于使用微型CT进行全面材料表征至关重要。因此,本研究的目的是评估空间图像分辨率对基于Micro-CT的具有高表面复杂性的三维(3D)开放式多孔结构的形态分析的影响。特别是,通过选择性激光熔化(SLM)产生的3D开放式多孔Ti6Al4V结构的局部基于微CT的宏观形貌与微观表面精度之间的相关性成为目标,并揭示了粗糙表面对所得结构的强烈依赖性扫描分辨率的特性。通过化学蚀刻降低表面复杂性,降低了整体形态分析对空间图像分辨率的敏感性,并增加了检测限。这项研究表明,扫描设置和图像处理参数需要根据材料特性,所研究的形态参数和所需的最终特性(与预期的功能用途有关)进行定制。定制扫描分辨率可以提高基于微CT的分析的可靠性,同时降低其运营成本。

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