Adversarial Deformation Regularization for Training Image Registration Neural Networks

Yipeng Hu, Eli Gibson, Nooshin Ghavami +6

We describe an adversarial learning approach to constrain convolutional neural network training for image registration, replacing heuristic smoothness measures of displacement fiel…