image-registration

Unsupervised Learning for Image Registration

image registration related books, papers, videos, and toolboxes

Advanced Normalization Tools (ANTs)

Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!

Medical image registration using deep learning

Multi-lingual medical image registration library

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

An image registration method using convolutional neural network features.

Image registration laboratory for 2D and 3D image data

Vision Transformer for 3D medical image registration (Pytorch)

Digital Image Correlation & Digital Volume Correlation Library

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

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

The Medical Image Registration ToolKit (MIRTK), the successor of the IRTK, contains common CMake build configuration files, core libraries, and basic command-line tools. Extension packages are hosted by the MIRTK GitHub group at

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

A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.

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

Predictive Image Registration

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

Flexible Algorithms for Image Registration