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Ray-wise weighted helical cone beam filtered backprojection algorithm for image reconstruction under moderate cone angle

机译:中锥角下图像重建的射线加权螺旋锥束滤波反投影算法

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摘要

With an accelerated pace the CT technology has achieved the latest milestone — cone beam volumetric CT with 40mm detector coverage. To obtain an optimized image reconstruction solution for future cone beam VCT systems, the raywise weighted helical CB-FBP algorithm, which was proposed by us to reconstruct image under cone angles up to 4.25°, is optimized and evaluated in this study to verify its imaging performance for image reconstruction under larger cone angles up to 8.5°. The ray-wise weighted helical CB-FBP algorithm proposed by us possesses two important features: (a) tangential filtering that is naturally implemented via row-wise fan-to-parallel rebinning to maintain spatial resolution along patient's longitudinal direction; and (b) 3D weighting that is a ray-wise optimization process to obtain image quality controllability. By using computer-simulated phantoms, such as the helical body and humanoid head phantoms, it has been shown that the ray-wise weighted helical CB-FBP algorithm can provide a well balanced imaging performance over helical pitches while a large field of view (FOV) can be maintained. It is the optimized ray-wise weighting that enables the proposed CB-FBP algorithm performs well at larger cone angle. Based on the experimental evaluation, it is believed that the ray-wise weighted helical CB-FBP algorithm can be a candidate solution for image reconstruction in future cone beam VCT systems with detectors corresponding to larger cone angles up to 8.5° (~ 80 mm detector z-coverage).
机译:CT技术以更快的速度达到了最新的里程碑-锥束体积CT覆盖40mm的探测器。为了获得针对未来锥束VCT系统的优化图像重建解决方案,我们对本研究提出的射线加权螺旋CB-FBP算法进行了优化和评估,以验证其成像效果,该算法是在锥角最大为4.25°的情况下重建图像的。在高达8.5°的较大锥角下实现图像重建的最佳性能。我们提出的射线加权螺旋CB-FBP算法具有两个重要特征:(a)切向滤波是通过逐行扇形到平行重新组合自然实现的,以保持沿患者纵向的空间分辨率; (b)3D加权,它是获得图像质量可控性的射线优化过程。通过使用计算机模拟的体模,例如螺旋体和人形头部体模,已表明,射线加权螺旋CB-FBP算法可在整个螺距上提供良好的平衡成像性能,同时具有较大的视场(FOV )可以维护。正是经过优化的射线加权,才使所提出的CB-FBP算法在较大的锥角下表现良好。根据实验评估,相信射线加权螺旋CB-FBP算法可以作为未来锥束VCT系统中图像重建的候选解决方案,该系统的探测器对应于最大8.5°的更大锥角(〜80 mm探测器) z-coverage)。

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