computer-vision-1
Constrained Diffeomorphic Image Registration
3260 papers • 126 benchmarks • 313 datasets
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Most implemented papers
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces
Guha Balakrishnan, Adrian V. Dalca, M. Sabuncu, J. Guttag•Thu Mar 07 2019
A probabilistic generative model is presented and an unsupervised learning-based inference algorithm is derived that uses insights from classical registration methods and makes use of recent developments in convolutional neural networks (CNNs).
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