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THREE-DIMENSIONAL TOMOGRAPHIC RECONSTRUCTION FOR MICROSCALE OBJECT MODELING

机译:多维对象建模的三维层析成像重建

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When scanning a relatively high resolution, thick object using conventional computed tomography (CT), the scanning axis of the X-ray gantry and detector is approximately perpendicular to the rotation axis of the sample. However, the inner interconnections in flat 3D devices are not reconstructed correctly in regular circular CT. In this paper, we focus on 3D tomographic reconstruction of inner interconnections by CT with particular attention to off-centered circular trajectory CT. However, in off-centered circular trajectory CT, the limited tilting angles of projections result in a missing wedge artifact because the object cannot usually be tilted beyond the limit and the data in the remaining projections are not obtained. Therefore, to alleviate missing wedge artifacts, we propose a reconstruction scheme of combining by filtered back projection (FBP) and constraint-based total variation minimization (c-TVM). In the c-TVM method, the artifact of missing wedge is minimized and the reconstructed region is suppressed with high frequency details while leaving the boundaries between homogeneous regions. In our experiments, the CT system obtained the projected images from a rotating sample using a fixed-mounted X-ray source and detector. We acquired 400 rotational projection images of a vertical connection in an off-centered circular trajectory with 30° tilting angles. We then reconstructed the aligned 3D views of the sample. Finally, we demonstrated that the proposed FBP and c-TVM combination with iterative processing yields a superior 3D reconstruction model to conventional tomography.
机译:当使用常规计算机断层扫描(CT)扫描相对高分辨率,较厚的物体时,X射线机架和检测器的扫描轴大约垂直于样品的旋转轴。但是,在常规圆形CT中无法正确重建平面3D设备中的内部互连。在本文中,我们专注于通过CT进行内部互连的3D层析成像重建,特别是对偏心圆轨迹CT的关注。然而,在偏心的圆形轨迹CT中,由于物体通常不能倾斜超过极限并且不能获得其余投影中的数据,所以投影的有限倾斜角导致缺少楔形伪像。因此,为减轻缺失的楔形伪影,我们提出了一种组合方案,该方案是通过滤波反投影(FBP)和基于约束的总变化最小化(c-TVM)组合而成的。在c-TVM方法中,最小化了丢失的楔形的伪影,并以高频细节抑制了重构区域,同时保留了均匀区域之间的边界。在我们的实验中,CT系统使用固定安装的X射线源和检测器从旋转的样本中获得了投影图像。我们以偏心的圆形轨迹(倾斜角度为30°)获取了400个垂直连接的旋转投影图像。然后,我们重建了样品的对齐3D视图。最后,我们证明了所提出的FBP和c-TVM与迭代处理的组合产生了比常规层析成像更好的3D重建模型。

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