Robust deformable image registration using cycle-consistent implicit representations

1 code implementation • 3 Oct 2023 • Louis D. van Harten, Jaap Stoker, Ivana Išgum

To improve robustness, we propose a deformable registration method using pairs of cycle-consistent Implicit Neural Representations: each implicit representation is linked to a second implicit representation that estimates the opposite transformation, causing each network to act as a regularizer for its paired opposite.

Image Registration Medical Image Registration