ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks
In deformable registration, the geometric framework -- large deformation diffeomorphic metric mapping (or LDDMM, in short) -- has inspired numerous techniques for comparing, deforming, averaging and analyzing shapes or images. In this work, we make use of deep residual neural networks to solve the n...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
IEEE Computer Society
2022
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Subjects: | |
Online Access: | View Fulltext in Publisher |