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John’s Equation-based Consistency Condition and Corrupted Projection Restoration in Circular Trajectory Cone Beam CT

機譯:圓軌跡錐束CT中基于約翰方程的一致性條件和損壞的投影恢復

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摘要

In transmitted X-ray tomography imaging, the acquired projections may be corrupted for various reasons, such as defective detector cells and beam-stop array scatter correction problems. In this study, we derive a consistency condition for cone-beam projections and propose a method to restore lost data in corrupted projections. In particular, the relationship of the geometry parameters in circular trajectory cone-beam computed tomography (CBCT) is utilized to convert an ultra-hyperbolic partial differential equation (PDE) into a second-order PDE. The second-order PDE is then transformed into a first-order ordinary differential equation in the frequency domain. The left side of the equation for the newly derived consistency condition is the projection derivative of the current and adjacent views, whereas the right side is the projection derivative of the geometry parameters. A projection restoration method is established based on the newly derived equation to restore corrupted data in projections in circular trajectory CBCT. The proposed method is tested in beam-stop array scatter correction, metal artifact reduction, and abnormal pixel correction cases to evaluate the performance of the consistency condition and corrupted projection restoration method. Qualitative and quantitative results demonstrate that the present method has considerable potential in restoring lost data in corrupted projections.
機譯:在透射式X射線斷層掃描成像中,由于各種原因(例如缺陷的檢測器單元和光束停止器陣列散射校正問題),獲取的投影可能會損壞。在這項研究中,我們導出了錐束投影的一致性條件,并提出了一種在損壞的投影中恢復丟失數據的方法。特別地,利用圓形軌跡錐束計算機斷層攝影(CBCT)中的幾何參數的關系將超雙曲偏微分方程(PDE)轉換為二階PDE。然后將二階PDE在頻域中轉換為一階常微分方程。新導出的一致性條件的方程式的左側是當前視圖和相鄰視圖的投影導數,而右側是幾何參數的投影導數?;谛峦茖У姆匠探⒘送队盎謴头椒?,以恢復圓形軌跡CBCT中投影中的損壞數據。在波束停止陣列散射校正,金屬偽影減少和異常像素校正的情況下測試了該方法,以評估一致性條件和損壞的投影恢復方法的性能。定性和定量結果表明,本方法在恢復損壞的投影中的丟失數據方面具有相當大的潛力。

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