image registration Archives - IEEE Transactions on Medical Imaging (TMI)

February 4, 2019

Learning a Probabilistic Model for Diffeomorphic Registration

Author(s): Julian Krebs, Herve Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi

Learning a Probabilistic Model for Diffeomorphic Registration https://www.embs.org/tmi/wp-content/uploads/sites/21/2019/02/slide34.jpg 1200 709 IEEE Transactions on Medical Imaging (TMI) IEEE Transactions on Medical Imaging (TMI) //www.embs.org/tmi/wp-content/uploads/sites/21/2022/06/ieee-tmi-logo2x.png February 4, 2019 March 4, 2022

We propose to learn a low-dimensional probabilistic deformation model from data which can be used for the registration and the analysis of deformations. The latent variable model maps similar deformations…