IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
DVG-Diffusion: Dual-View Guided Diffusion Model for CT Reconstruction from X-Rays.
Xing Xie, Jiawei Liu, Huijie Fan, Zhi Han, Yandong Tang, Liangqiong Qu
Published: 202610.1109/TIP.2026.3655171
Abstract
Directly reconstructing 3D CT volume from few-view 2D X-rays using an end-to-end deep learning network is a challenging task, as X-ray images are merely projection views of the 3D CT volume. In this work, we facilitate complex 2D X-ray image to 3D CT…
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