Unsupervised Learning for Image Registration

An image registration method using convolutional neural network features.

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

Image registration laboratory for 2D and 3D image data

Medical image registration using deep learning

Nonrigid image registration using multi-scale 3D convolutional neural networks

A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.

Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)

Vision Transformer for 3D medical image registration (Pytorch)

An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method

BIRL: Benchmark on Image Registration methods with Landmark validations

Image-and-Spatial Transformer Networks

[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.

Python FE-DIC library

A pytorch implementation of CNN based MRI image registration based on Christodoulidis Stergios et al. "Linear and Deformable Image Registration with 3D Convolutional Neural Networks", 2018.

Code used to create the DeepHistReg submission to the ANHIR challenge.

Official Implementation of Deep Aerial Image Matching using PyTorch

Image registration using pytorch

[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences