Constrained Diffeomorphic Image Registration

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Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces

voxelmorph/voxelmorph 8 Mar 2019

We present a probabilistic generative model and derive an unsupervised learning-based inference algorithm that uses insights from classical registration methods and makes use of recent developments in convolutional neural networks (CNNs).

Constrained Diffeomorphic Image Registration Deformable Medical Image Registration +2