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METHOD OF STREAK ARTIFACT SUPPRESSION IN SPARSE-VIEW CT IMAGE RECONSTRUCTION

机译:稀疏CT图像重建中的条纹伪影抑制方法

摘要

PURPOSE: A streak artifact suppressing method in a low density photography phase CT image reconfiguration is provided to obtain a clear CT image, by photographing and calculating a projection image of an object from various angles by using X-ray. CONSTITUTION: A sonogram is obtained from a CT image(S110). A high-strength area of reconfigured image is calculated by using a back projection FBP(Filtered Back Projection)(S130). A sinogram data of the high-strength area is calculated by the calculation(S140). A compound image is generated based on a compression sensing CS(Compressed Sensing)(S180). A final image is generated as the compound image is used as an initial guess of the CT image(S190). [Reference numerals] (S110) Obtaining a sinogram g^Acq; (S120) Reconfiguring an image using FBP(f^FBP) from the sinogram g^Acq; (S130) Calculating a high-strength area f^Bone from the f^FBP; (S140) Calculating sinogram data g^Bone by projecting the high-strength area f^Bone; (S150) Excluding component caused by the high-strength area by deducting the sinogram data g^Bone from the sinogram g^Acq; (S160) Obtaining the deducted sinogram g^Soft; (S170) Reconfiguring soft tissue image f^Soft through compressed sensing CS, f^Soft=CS_TV(g^Soft, :0.005, _s:=0.99,k:=40. flnit:=0; (S180) Generating a compound image f^Sum by adding the high-strength area f^Bone and the soft tissue image, f^Soft, f^Sum=f^Bone-f^Soft; (S190) Generating a final image f^Final through compressed sensing CS of the sinogram g^Acq using the compound image f^Sum as an initial estimation value of a CT image
机译:目的:提供一种低密度摄影阶段CT图像重构中的条纹伪影抑制方法,通过使用X射线从各种角度拍摄并计算物体的投影图像来获得清晰的CT图像。组成:从CT图像获得超声图(S110)。通过使用反投影FBP(滤波反投影)来计算重构图像的高强度区域(S130)。通过计算来计算高强度区域的正弦图数据(S140)。基于压缩感测CS(压缩感测)生成复合图像(S180)。当将合成图像用作CT图像的初始猜测时,生成最终图像(S190)。 [附图标记](S110)获得正弦图g ^ Acq; (S120)使用来自正弦图g ^ Acq的FBP(f ^ FBP)重新配置图像; (S130)根据f ^ FBP计算高强度区域f ^ Bone; (S140)通过投影高强度区域f ^ Bone计算正弦图数据g ^ Bone; (S150)通过从正弦图g ^ Acq中减去正弦图数据g ^ Bone,排除由高强度区域引起的分量; (S160)获得扣除的正弦图g ^ Soft; (S170)通过压缩感测CS重新配置软组织图像f ^ Soft,f ^ Soft = CS_TV(g ^ Soft,:0.005,_s:= 0.99,k:= 40。flnit:= 0;(S180)生成复合图像通过将高强度区域f ^ Bone和软组织图像f ^ Soft相加来获得f ^ Sum;(S190)通过压缩感知CS生成最终图像f ^ Final。使用复合图像f ^ Sum作为CT图像的初始估计值的正弦图g ^ Acq

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