Learning conditional deformable templates with convolutional networks

We develop a learning framework for building deformable templates, which play a fundamental role in many image analysis and computational anatomy tasks. Conventional methods for template creation and image alignment to the template have undergone decades of rich technical development. In these frame...

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Bibliographic Details
Main Authors: Dalca, Adrian Vasile, Rakic, Marianne, Guttag, John V, Sabuncu, Mert R
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/129535