DuDoNet: Dual Domain Network for CT Metal Artifact Reduction Wei-An Lin*1 Haofu Liao*2 Cheng Peng1 Xiaohang Sun3 Jingdan Zhang4 Jiebo Luo2 Rama Chellappa1 Shaohua Kevin Zhou5,6 1University of Maryland, College Park 2University of Rochester 3Princeton University 4Z2...
CT重建一直是医学上一个难题,传统的CT重建方法图像重建的质量较差,对于有金属植入物的CT图像更差,基于深度学习方法的CT重建在一定程度上缓解图像质量的问题,DuDoNet能够有效的解决CT图像金属伪影
(U-DuDoNet) trained using unpaired data. Unlike the artifact disentanglement network (ADN) that utilizes multiple encoders and decoders for disentangling content from artifact, our U-DuDoNet directly models the artifact generation process through additions in both sinogram and image domains, which is ...
DuDoNet. Overview of InDuDoNet Dependicies Refer torequirements.txt. The following project links are needed for installing ODL and astra: ODL:https://github.com/odlgroup/odlAstra:https://github.com/astra-toolbox/astra-toolbox This repository is tested under the following system settings:...