Diffusion Low Rank Hybrid Reconstruction for Sparse View Medical Imaging

Zongyin Deng, Qing Zhou, Yuhao Fang +4

This work presents TV-LoRA, a novel method for low-dose sparse-view CT reconstruction that combines a diffusion generative prior (NCSN++ with SDE modeling) and multi-regularization…