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Image fusion method based on principal component analysis and x-ray apparatus

机译:基于主成分分析和x射线设备的图像融合方法

摘要

An image fusion method combines absorption, differential phase contrast and dark-field (scattering) signals obtained with X-ray phase contrast sensitive techniques, such as an arrangement of gratings. The process fuses the absorption and dark-field signals by principal component analysis. Further the differential phase contrast is merged into the PCA fused image to obtain an edge enhancement effect. Due to its general applicability and its simplicity in usage, the proposed process is usable as a standard method for image fusion scheme using phase contrast imaging, in particular on medical scanners (for instance mammography), inspection at industrial production lines, non-destructive testing, and homeland security.
机译:图像融合方法将吸收,差分相位对比和通过X射线相位对比敏感技术(例如光栅的排列)获得的暗场(散射)信号进行组合。该过程通过主成分分析融合了吸收信号和暗场信号。进一步地,差分相位对比度被合并到PCA融合图像中以获得边缘增强效果。由于其普遍适用性和使用简单性,所提出的过程可用作使用相衬成像的图像融合方案的标准方法,尤其是在医疗扫描仪(例如乳房X线照相)上,在工业生产线进行检查,无损检测,以及国土安全。

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