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Model Based Estimation of Geometric Characteristics of Open Foams

机译:基于模型的开孔泡沫几何特性估计

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Open cell foams are a class of modern materials which is interesting for a wide variety of applications and which is not accessible to classical materialography based on 2d images. 3d imaging by micro computed tomography is a practicable alternative. Analysis of the resulting volume images is either based on a simple binarisation of the image or on so-called cell reconstruction by image processing. The first approach allows to estimate mean characteristics like the mean cell volume using the typical cell of a random spatial tessellation as model for the cell shape. The cell reconstruction allows estimation of empirical distributions of cell characteristics. This paper summarises the theoretical background for the first method, in particular estimation of the intrinsic volumes and their densities from discretized data and models for random spatial tessellations. The accuracy of the estimation method is assessed using the dilated edge systems of simulated random spatial tessellations.
机译:开孔泡沫是一类现代材料,它对各种各样的应用都非常有趣,并且基于2d图像的经典材料学也无法获得。通过微计算机断层扫描进行3d成像是一种可行的选择。最终体积图像的分析要么基于图像的简单二值化,要么基于通过图像处理的所谓细胞重建。第一种方法允许使用随机空间镶嵌的典型像元作为像元形状的模型来估计像平均像元体积之类的平均特征。单元重建允许估计单元特征的经验分布。本文总结了第一种方法的理论背景,特别是根据离散数据和随机空间镶嵌模型估计固有体积及其密度。使用模拟的随机空间镶嵌的膨胀边缘系统评估估计方法的准确性。

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