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The qualitative comparison of sinogram completion. An ROI is enlarged and shown with a narrower window to better visualize the difference. The linear interpolation (LI) [2] produces a poor estimation of the missing projections (d), while the deep network can generate a relatively good corrected sinogram (e). With the guidance of prior image, our method predicts more accurate projections (f), which are very close to the metal-free one.
