Unsupervised Learning for Image Registration
Advanced Normalization Tools (ANTs)
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
image registration related books, papers, videos, and toolboxes
Multi-lingual medical image registration library
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
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
Digital Image Correlation & Digital Volume Correlation Library
TubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.
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)
Flexible Algorithms for Image Registration
An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method
BIRL: Benchmark on Image Registration methods with Landmark validations
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