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首页> 外文期刊>Image analysis and stereology >INTERRUPTED IN-SITU COMPRESSIVE DEFORMATION EXPERIMENTS ON MMC FOAMS IN AN XCT: EXPERIMENTS AND ESTIMATION OF DISPLACEMENT FIELDS
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INTERRUPTED IN-SITU COMPRESSIVE DEFORMATION EXPERIMENTS ON MMC FOAMS IN AN XCT: EXPERIMENTS AND ESTIMATION OF DISPLACEMENT FIELDS

机译:XCT中MMC泡沫岩的原位扰动原位扰动实验:位移场的实验和估算

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The mechanical properties of a metal-matrix composite foam are investigated by interrupted in-situ compressive deformation experiments within an X-ray computed tomography device (XCT). Each in-situ experiment generates a sequence of reconstructed 3D images of the foam microstructure. From these data, the deformation field is estimated by registring the images corresponding to three consecutive steps. To this end, the generic registration framework of the itk software suite is exploited and combined with several image preprocessing steps. Both segmented (binary) images having just two grey values for foreground (strut structure) and background (pore space) and the result of the Euclidean distance transform (EDT) on pore space and solid phase are used. The estimation quality is evaluated based on a sequence of synthetic data sets, where the foam’s microstructure is modelled by a random Laguerre tessellation. For large deformations, a combination of non-rigid registration for the EDT images and partwise-rigid registration on strongly deformed regions of the binary images, yields surprisingly small estimation errors.
机译:通过在X射线计算机断层摄影设备(XCT)中进行间断的原位压缩变形实验,研究了金属基复合泡沫塑料的机械性能。每个原位实验都会生成泡沫微结构的一系列重建3D图像。从这些数据中,通过重新记录与三个连续步骤相对应的图像来估计变形场。为此,利用了itk软件套​​件的通用注册框架,并将其与几个图像预处理步骤结合在一起。都使用了仅具有前景(支撑结构)和背景(孔空间)两个灰度值的分段(二进制)图像以及孔空间和固相的欧几里德距离变换(EDT)的结果。根据一系列合成数据集评估评估质量,其中泡沫的微观结构由随机的Laguerre镶嵌模型化。对于大变形,EDT图像的非刚性配准和二进制图像的强烈变形区域上的部分刚性配准的组合产生令人惊讶的小估计误差。

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