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Fast algorithm for X-ray cone-beam microtomography

机译:X射线锥束断层扫描的快速算法

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摘要

Cone-beam X-ray microtomography attracts increasing attention due to its applications in biomedical sciences, material engineering, and industrial nondestructive evaluation. Rapid volumetric image reconstruction is highly desirable in all these areas for prompt visualization and analysis of complex structures of interest. In this article, we reformulate a generalized Feldkamp cone-beam image reconstruction algorithm, utilize curved voxels and mapping tables, improve the reconstruction efficiency by an order of magnitude relative to a direct implementation of the standard algorithm, and demonstrate the feasibility with numerical simulation and experiments using a prototype cone-beam X-ray microtomographic system. Our fast algorithm reconstructs a 256-voxel cube from 100 projections within 2 min on an Intel Pentium II(R) 233 MHz personal computer, produces satisfactory image quality, and can be further accelerated using special hardware and/or parallel processing techniques. [References: 15]
机译:锥形束X射线显微照相术由于其在生物医学,材料工程和工业无损评估中的应用而吸引了越来越多的关注。在所有这些领域中,都非常需要快速的体积图像重建,以便快速可视化和分析感兴趣的复杂结构。在本文中,我们重新制定了广义的Feldkamp锥束图像重建算法,利用曲面体素和映射表,相对于直接实现标准算法,将重建效率提高了一个数量级,并通过数值模拟和仿真演示了可行性。实验是使用原型锥形束X射线显微断层照相系统进行的。我们的快速算法可以在2分钟内在Intel Pentium II(R)233 MHz个人计算机上从100个投影中重建一个256体素立方体,产生令人满意的图像质量,并且可以使用特殊的硬件和/或并行处理技术进一步加速。 [参考:15]

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