arxivcs.CV2026-07-08
Cardiac MRI Through-Plane Super-Resolution Guided by Reference and Memory
Shaoming Pan, Chenchuhui Hu, Leon Axel, Meng Ye
Clinical cardiac MRI is commonly acquired with high in-plane resolution but coarse through-plane resolution to reduce scan time and accommodate breath-hold and cardiac-motion constraints, which limits 3D analysis and diagnostic accuracy. We propose STRMSR, a reference- and memory…