Nilanjan Ray

Two-Parameter Flow Map Learning for Continuous-Time Diffeomorphic Image Registration

Diffeomorphic image registration is central to medical image analysis, enabling anatomically consistent alignment across subjects. Most learning-based diffeomorphic methods model autonomous ODEs(ordinary differential equations) by parameterizing a stationary velocity field and recovering deformations via scaling-and-sq...