DiffuseIR:Diffusion Models For Isotropic Reconstruction of 3D Microscopic Images

no code implementations • 21 Jun 2023 • Mingjie Pan, Yulu Gan, Fangxu Zhou, Jiaming Liu, Aimin Wang, Shanghang Zhang, Dawei Li

Since the diffusion model learns the universal structural distribution of biological tissues, which is independent of the axial resolution, DiffuseIR can reconstruct authentic images with unseen low-axial resolutions into a high-axial resolution without requiring re-training.

Super-Resolution