Chang Liu

Low-Rank Velocity Fields as a Structural Prior for Unsupervised 4D Medical Image Interpolation

This work proposes low-rank velocity fields as a structural prior, constraining motion to a structured Tucker low-rank velocity field space that decomposes motion into globally shared spatial bases and a compact sample-specific core, thereby encouraging spatially correlated, anatomy-consistent deformation while suppres...