GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency

We present an approach to learning regular spatial transformations between image pairs in the context of medical image registration. Contrary to optimization-based registration techniques and many modern learning-based methods, we do not directly penalize transformation irregularities but instead pr...

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Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) Vol. 2023; pp. 18084 - 18094
Main Authors:	Tian, Lin, Greer, Hastings, Vialard, Francois-Xavier, Kwitt, Roland, Estepar, Raul San Jose, Rushmore, Richard Jarrett, Makris, Nikolaos, Bouix, Sylvain, Niethammer, Marc
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.06.2023
Subjects:	cell microscopy Image registration Jacobian matrices Medical and biological vision Protocols Task analysis Three-dimensional displays Training Tuning
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
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