registration.md

Conventional Model

• A Log-Euclidean Polyaffine Framework for Locally Rigid or Affine Registration. WBIR 2006
• A Fast Diffeomorphic Image Registration Algorithm. Neuroimage 2007
• Symmetric Diffeomorphic Image Registration with Cross-correlation: Evaluating Automated Labeling of Elderly and Neurodegenerative Brain. MedIA 2008

Data-driven Model

• An Unsupervised Learning Model for Deformable Medical Image Registration. CVPR 2018
• Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration. MICCAI 2018
• Recursive Cascaded Networks for Unsupervised Medical Image Registration. ICCV 2019
• SynthMorph: Learning Contrast-invariant Registration without Acquired Images. IEEE-TMI 2022

Conditional Registration

• Conditional Deformable Image Registration with Convolutional Neural Network. MICCAI 2021
• HyperMorph: Amortized Hyperparameter Learning for Image Registration. IPMI 2021

Multi-modality Registration

• Weakly-supervised Convolutional Neural Networks for Multi-modal Image Registration. MedIA 2018
• CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration. MedIA 2021