Ebrahim Al Safadi

Learning-Based Image Registration With Meta-Regularization

We introduce a meta-regularization framework for learning-based image registration. Current learning-based image registration methods use high-resolution architectures such as U-Nets to produce spatial transformations, and impose simple and explicit regularization on the output of the network to ens…