Mohammadjavad Matinkia

Learning Diffeomorphism for Medical Image Registration with Time-Embedded Architectures Using Semigroup Regularization

Diffeomorphic image registration (DIR) seeks topology-preserving transformations and is fundamental in medical imaging. Existing DIR methods rely on integration schemes (e.g., scaling-and-squaring) and multiple regularizers to enforce invertibility. We introduce **SGDIR**, a continuous-time registra